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8 existing files hosted by DEX

202 materials across 7 articles

ARTICLE · 2026-10-01AI and Computing Infrastructure: Industry History, Value Chain, and Challenges45 materials

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ARTICLE · 2026-09-28Semiconductors and Chips: Industry History, Value Chain, Markets, and Risks42 materials

Read the article & original appendix Link to this collection

  • Web linkcomputerhistory.org

    [H18] Computer History Museum, “1947: Invention of the Point-Contact Transistor.”

    Cited in: 1.1 From Vacuum Tubes to Silicon Transistors

    Citation context · 2 locations
    1.1 From Vacuum Tubes to Silicon Transistors

    Electronic computers of the 1940s relied heavily on vacuum tubes. Tubes could amplify and switch electrical signals, but their size, power consumption, heat, and limited service life constrained miniaturization and reliability. In 1947, a Bell Laboratories team developed the point-contact transistor, establishing solid-state devices as a promising alternative. H18

    In 1957, eight engineers left Shockley Semiconductor Laboratory to establish Fairchild Semiconductor. Fairchild and the companies that grew out of it became an important part of Silicon Valley’s semiconductor startup network. The defensible conclusion is that this event accelerated the circulation of technical talent, venture capital, and new firms; it was not the sole origin of Silicon Valley’s entrepreneurial culture.

    Historical Sources

    [H18] Computer History Museum, “1947: Invention of the Point-Contact Transistor.” https://www.computerhistory.org/siliconengine/invention-of-the-point-contact-transistor/

  • Web linkcomputerhistory.org

    [H01] Computer History Museum, “1954: Silicon Transistors Offer Superior Operating Characteristics.”

    Cited in: 1.1 From Vacuum Tubes to Silicon Transistors

    Citation context · 2 locations
    1.1 From Vacuum Tubes to Silicon Transistors

    Early transistors were mainly made of germanium. In 1954, Morris Tanenbaum at Bell Laboratories produced a silicon transistor. At Texas Instruments, Gordon Teal organized the research laboratory and recruited a technical team led by Willis Adcock that developed commercial silicon transistors. These devices offered a wider operating-temperature range than germanium devices. H01 A later manufacturing advantage was the use of an adherent, electrically insulating oxide layer to separate surface interconnections, as described in Robert Noyce’s device-and-lead patent. H17

    In 1957, eight engineers left Shockley Semiconductor Laboratory to establish Fairchild Semiconductor. Fairchild and the companies that grew out of it became an important part of Silicon Valley’s semiconductor startup network. The defensible conclusion is that this event accelerated the circulation of technical talent, venture capital, and new firms; it was not the sole origin of Silicon Valley’s entrepreneurial culture.

    Historical Sources

    [H01] Computer History Museum, “1954: Silicon Transistors Offer Superior Operating Characteristics.” https://www.computerhistory.org/siliconengine/silicon-transistors-offer-superior-operating-characteristics/ Scope: Tanenbaum’s 1954 device, Teal’s laboratory-organizing role, Adcock’s team leadership, commercial silicon transistors, and temperature performance. The later oxide-layer discussion uses [H17]; this 1954 page is not evidence for the separate 1957 Fairchild account.

  • Web linkpatents.google.com

    [H17] Robert N. Noyce, US 2,981,877, “Semiconductor Device-and-Lead Structure.”

    Cited in: 1.1 From Vacuum Tubes to Silicon Transistors

    Citation context · 3 locations
    1.1 From Vacuum Tubes to Silicon Transistors

    Early transistors were mainly made of germanium. In 1954, Morris Tanenbaum at Bell Laboratories produced a silicon transistor. At Texas Instruments, Gordon Teal organized the research laboratory and recruited a technical team led by Willis Adcock that developed commercial silicon transistors. These devices offered a wider operating-temperature range than germanium devices. H01 A later manufacturing advantage was the use of an adherent, electrically insulating oxide layer to separate surface interconnections, as described in Robert Noyce’s device-and-lead patent. H17

    In 1957, eight engineers left Shockley Semiconductor Laboratory to establish Fairchild Semiconductor. Fairchild and the companies that grew out of it became an important part of Silicon Valley’s semiconductor startup network. The defensible conclusion is that this event accelerated the circulation of technical talent, venture capital, and new firms; it was not the sole origin of Silicon Valley’s entrepreneurial culture.

    1.2 Integrated Circuits, the Planar Process, and Moore’s Law

    Early integrated circuits took different technical approaches. Jack Kilby’s relevant patent is US 3,138,743, Miniaturized Electronic Circuits . Robert Noyce’s is US 2,981,877, Semiconductor Device-and-Lead Structure . H16 H17

    Replacing vacuum tubes with individual transistors did not solve the problems of connecting large numbers of components or manufacturing them at scale. Integrated circuits and the planar process emerged in the late 1950s. Through oxidation, photolithography, diffusion, and metal interconnection, the planar process made it possible to form and connect multiple devices on the surface of a single silicon wafer. It laid the foundation for high-volume monolithic integrated circuits.

    Historical Sources

    [H17] Robert N. Noyce, US 2,981,877, “Semiconductor Device-and-Lead Structure.” https://patents.google.com/patent/US2981877A/en

  • Web linkpatents.google.com

    [H15] John Bardeen and Walter H. Brattain, US 2,524,035, “Three-Electrode Circuit Element Utilizing Semiconductive Materials.”

    Cited in: 1.1 From Vacuum Tubes to Silicon Transistors

    Citation context · 2 locations
    1.1 From Vacuum Tubes to Silicon Transistors

    One of the key Bell Laboratories patents associated with the point-contact transistor is John Bardeen and Walter Brattain’s US 2,524,035, Three-Electrode Circuit Element Utilizing Semiconductive Materials . H15 Its patent grant date is distinct from the 1947 laboratory demonstration.

    In 1957, eight engineers left Shockley Semiconductor Laboratory to establish Fairchild Semiconductor. Fairchild and the companies that grew out of it became an important part of Silicon Valley’s semiconductor startup network. The defensible conclusion is that this event accelerated the circulation of technical talent, venture capital, and new firms; it was not the sole origin of Silicon Valley’s entrepreneurial culture.

    Historical Sources

    [H15] John Bardeen and Walter H. Brattain, US 2,524,035, “Three-Electrode Circuit Element Utilizing Semiconductive Materials.” https://patents.google.com/patent/US2524035A/en

  • Web linkpatents.google.com

    [H16] Jack S. Kilby, US 3,138,743, “Miniaturized Electronic Circuits.”

    Cited in: 1.2 Integrated Circuits, the Planar Process, and Moore’s Law

    Citation context · 2 locations
    1.2 Integrated Circuits, the Planar Process, and Moore’s Law

    Early integrated circuits took different technical approaches. Jack Kilby’s relevant patent is US 3,138,743, Miniaturized Electronic Circuits . Robert Noyce’s is US 2,981,877, Semiconductor Device-and-Lead Structure . H16 H17

    Replacing vacuum tubes with individual transistors did not solve the problems of connecting large numbers of components or manufacturing them at scale. Integrated circuits and the planar process emerged in the late 1950s. Through oxidation, photolithography, diffusion, and metal interconnection, the planar process made it possible to form and connect multiple devices on the surface of a single silicon wafer. It laid the foundation for high-volume monolithic integrated circuits.

    Historical Sources

    [H16] Jack S. Kilby, US 3,138,743, “Miniaturized Electronic Circuits.” https://patents.google.com/patent/US3138743A/en

  • Web linkintel.com

    [H02] Intel, “Moore’s Law.”

    Cited in: 1.2 Integrated Circuits, the Planar Process, and Moore’s Law

    Citation context · 2 locations
    1.2 Integrated Circuits, the Planar Process, and Moore’s Law

    In 1965, Gordon Moore used the limited data then available to predict that the number of components on an integrated circuit would roughly double every year for the next decade. In 1975, he revised the cadence to approximately every two years. H02 What became known as “Moore’s Law” was both an empirical observation and a reference point for coordinating technology roadmaps across design, equipment, materials, and manufacturing. It does not imply that the price of every chip automatically falls. Whether the cost per function declines also depends on die area, yield, design complexity, packaging, and utilization.

    Replacing vacuum tubes with individual transistors did not solve the problems of connecting large numbers of components or manufacturing them at scale. Integrated circuits and the planar process emerged in the late 1950s. Through oxidation, photolithography, diffusion, and metal interconnection, the planar process made it possible to form and connect multiple devices on the surface of a single silicon wafer. It laid the foundation for high-volume monolithic integrated circuits.

    Historical Sources

    [H02] Intel, “Moore’s Law.” https://www.intel.com/content/www/us/en/newsroom/resources/moores-law.html

  • Web linkintel.com

    [H03] Intel, “The Chip that Changed the World.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Intel introduced the 4004 in 1971 after developing it for a calculator. H03 It was a commercial four-bit microprocessor containing approximately 2,300 transistors, specifications given in Intel’s 50th-anniversary infographic. H20 Its significance lay in showing that a general-purpose programmable processor could be sold as a standardized product. The personal-computer market subsequently emerged through the combined development of eight- and 16-bit processors, memory, software, and complete computer systems. The 4004 alone did not “directly launch the PC era.”

    Historical Sources

    [H03] Intel, “The Chip that Changed the World.” https://www.intel.com/content/www/us/en/newsroom/opinion/chip-that-changed-world.html Canonical destination of the former newsroom link. Supports the calculator origin and 1971 introduction; the four-bit and 2,300-transistor specifications are sourced separately to [H20].

  • PDFdownload.intel.com

    [H20] Intel, “Celebrating the 50th Anniversary of the Intel 4004,” 2021 infographic (PDF), p. 1

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Intel introduced the 4004 in 1971 after developing it for a calculator. H03 It was a commercial four-bit microprocessor containing approximately 2,300 transistors, specifications given in Intel’s 50th-anniversary infographic. H20 Its significance lay in showing that a general-purpose programmable processor could be sold as a standardized product. The personal-computer market subsequently emerged through the combined development of eight- and 16-bit processors, memory, software, and complete computer systems. The 4004 alone did not “directly launch the PC era.”

    Historical Sources

    [H20] Intel, “Celebrating the 50th Anniversary of the Intel 4004,” 2021 infographic (PDF), p. 1. https://download.intel.com/newsroom/2021/data-center/4004-infographic.pdf Location: 1971 comparison column. Supports the four-bit instruction-set description and 2,300-transistor count.

  • Web linkmeti.go.jp

    [H14] Ministry of Economy, Trade and Industry of Japan, “2018 White Paper on International Economy and Trade—VLSI Project History.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    From the late 1970s through the 1980s, DRAM became a focal point of competition between Japanese and US companies. Japan’s Ministry of International Trade and Industry supported a VLSI research program, while manufacturers’ production capabilities, quality control, and domestic electronics demand also contributed to their growth. H14 A historical study by the US International Trade Commission reports that Japanese firms’ share of the global DRAM market rose from less than 30% in 1978 to nearly 75% in 1986. H04 Those dated figures are more precise than a general claim of “nearly 80% in the mid-1980s.”

    Historical Sources

    [H14] Ministry of Economy, Trade and Industry of Japan, “2018 White Paper on International Economy and Trade—VLSI Project History.” https://www.meti.go.jp/report/tsuhaku2018/2018honbun/i2220000.html

  • PDFusitc.gov

    [H04] U.S. International Trade Commission, “The South Korea-Japan Trade Dispute in Context: Semiconductor Manufacturing, Chemicals and Concentrated Supply Chains.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    From the late 1970s through the 1980s, DRAM became a focal point of competition between Japanese and US companies. Japan’s Ministry of International Trade and Industry supported a VLSI research program, while manufacturers’ production capabilities, quality control, and domestic electronics demand also contributed to their growth. H14 A historical study by the US International Trade Commission reports that Japanese firms’ share of the global DRAM market rose from less than 30% in 1978 to nearly 75% in 1986. H04 Those dated figures are more precise than a general claim of “nearly 80% in the mid-1980s.”

    Historical Sources

    [H04] U.S. International Trade Commission, “The South Korea-Japan Trade Dispute in Context: Semiconductor Manufacturing, Chemicals and Concentrated Supply Chains.” https://usitc.gov/sites/default/files/publications/332/working_papers/semiconductor_working_paper_corrected_103119.pdf

  • PDFintel.com

    [H21] Intel, “Semiconductors and Intel: An Introduction” (PDF), p. 18, “Intel’s history in 4 fast eras.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Intel exited DRAM in 1985, the year it introduced the 386 processor. H21 Its consumer-facing Intel Inside cooperative marketing program formally began in 1991. H05 The 1986 US–Japan Semiconductor Agreement primarily addressed access to the Japanese market and anti-dumping concerns. Later arrangements referred to an industry expectation that foreign suppliers would reach a 20% share of the Japanese market, not a binding floor reserved for US chips. H06

    Historical Sources

    [H21] Intel, “Semiconductors and Intel: An Introduction” (PDF), p. 18, “Intel’s history in 4 fast eras.” https://www.intel.com/content/dam/www/central-libraries/us/en/documents/semiconductors-and-intel-introduction.pdf Location: 1985–1995 timeline. Supports the 1985 DRAM exit and 386 introduction; it is a separate source from the Intel Inside marketing history.

  • Web linkintel.com

    [H05] Intel, “Ingredient Branding: End User Marketing and Intel Inside.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Intel exited DRAM in 1985, the year it introduced the 386 processor. H21 Its consumer-facing Intel Inside cooperative marketing program formally began in 1991. H05 The 1986 US–Japan Semiconductor Agreement primarily addressed access to the Japanese market and anti-dumping concerns. Later arrangements referred to an industry expectation that foreign suppliers would reach a 20% share of the Japanese market, not a binding floor reserved for US chips. H06

    Historical Sources

    [H05] Intel, “Ingredient Branding: End User Marketing and Intel Inside.” https://www.intel.com/content/www/us/en/history/virtual-vault/articles/end-user-marketing-intel-inside.html Scope: the 1991 campaign launch and cooperative advertising model. It does not establish the separate 1985 DRAM exit, which is sourced to [H21].

  • Web linkustr.gov

    [H06] Office of the United States Trade Representative, “1996 National Trade Estimate—Japan: Semiconductors.”

    Cited in: 1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Citation context · 2 locations
    1.3 Microprocessors, Memory Competition, and US–Japan Adjustments

    Intel exited DRAM in 1985, the year it introduced the 386 processor. H21 Its consumer-facing Intel Inside cooperative marketing program formally began in 1991. H05 The 1986 US–Japan Semiconductor Agreement primarily addressed access to the Japanese market and anti-dumping concerns. Later arrangements referred to an industry expectation that foreign suppliers would reach a 20% share of the Japanese market, not a binding floor reserved for US chips. H06

    Historical Sources

    [H06] Office of the United States Trade Representative, “1996 National Trade Estimate—Japan: Semiconductors.” https://ustr.gov/archive/Document_Library/Reports_Publications/1996/1996_National_Trade_Estimate/1996_National_Trade_Estimate-Japan.html

  • Web linkinvestor.tsmc.com

    [H07] TSMC, “2025 Annual Report—About TSMC.”

    Cited in: 1.4 Dedicated Foundries and Vertical Specialization

    Citation context · 5 locations
    1.4 Dedicated Foundries and Vertical Specialization

    TSMC was founded in 1987 and built its business around a dedicated foundry model: it manufactured customers’ designs without selling its own branded chips. H07 This model enabled design companies to bring products to market without building advanced fabs, while foundries aggregated demand from multiple customers to spread process R&D and capacity investment. It created more room for fabless companies such as Qualcomm, NVIDIA, and Broadcom. AMD moved toward a fabless model much later, after spinning off manufacturing assets to GlobalFoundries in 2009–2010. H08

    Vertically integrated manufacturers dominated the industry’s early years, often handling product definition, design, wafer fabrication, packaging, and testing within one company. It would nevertheless be inaccurate to say that all companies followed the integrated device manufacturer (IDM) model. Specialization expanded as process development and fab construction became more expensive.

    3.3 Foundries and Advanced Processes

    TSMC is the leading dedicated foundry. In its 2025 annual report, the company defined “Foundry 2.0” broadly to include logic wafer fabrication, packaging, testing, masks, and non-memory IDM activity, and estimated that market at US$305 billion in 2025. This is substantially broader than conventional dedicated foundry services; a Foundry 2.0 share should not be directly compared with a third-party pure-foundry share. TSMC also reported that its 3 nm process accounted for 24% of its own wafer revenue in 2025 and that its 2 nm process entered volume production in the fourth quarter of that year. M02 Those figures describe TSMC’s revenue mix and manufacturing progress, not the entire industry’s 3 nm or 2 nm market share.

    Samsung operates in memory, logic products, and foundry services, so its process investment must be considered alongside both internal IDM demand and external foundry customers. Intel offers manufacturing and packaging to external customers through Intel Foundry; the scale of 18A production and external customer adoption should be updated against subsequent earnings reports and product deliveries. SMIC, UMC, and GlobalFoundries also have different product mixes, process platforms, customer industries, and expansion priorities.

    3.5 Equipment, Materials, and Profitability

    TSMC reported a gross margin of 59.9% for 2025. Revenue recognition, depreciation, and cost structures differ among EDA, IP, equipment, materials, foundries, and packaging and test providers. M02 Profitability should therefore be analyzed using specific companies and a consistent fiscal year and accounting basis. At minimum, software licenses, equipment sales, materials, manufacturing, and testing should be distinguished rather than assigned fixed margins across the value chain.

    Historical Sources

    [H07] TSMC, “2025 Annual Report—About TSMC.” https://investor.tsmc.com/static/annualReports/2025/english/index.html

    Market and Company Sources

    [M02] TSMC, “2025 Annual Report.” https://investor.tsmc.com/static/annualReports/2025/english/index.html

  • Web linkir.amd.com

    [H08] AMD, “AMD Reports Fourth Quarter and Annual Results,” January 21, 2010

    Cited in: 1.4 Dedicated Foundries and Vertical Specialization

    Citation context · 2 locations
    1.4 Dedicated Foundries and Vertical Specialization

    TSMC was founded in 1987 and built its business around a dedicated foundry model: it manufactured customers’ designs without selling its own branded chips. H07 This model enabled design companies to bring products to market without building advanced fabs, while foundries aggregated demand from multiple customers to spread process R&D and capacity investment. It created more room for fabless companies such as Qualcomm, NVIDIA, and Broadcom. AMD moved toward a fabless model much later, after spinning off manufacturing assets to GlobalFoundries in 2009–2010. H08

    Vertically integrated manufacturers dominated the industry’s early years, often handling product definition, design, wafer fabrication, packaging, and testing within one company. It would nevertheless be inaccurate to say that all companies followed the integrated device manufacturer (IDM) model. Specialization expanded as process development and fab construction became more expensive.

    Historical Sources

    [H08] AMD, “AMD Reports Fourth Quarter and Annual Results,” January 21, 2010. https://ir.amd.com/financial-information/sec-filings/content/0001193125-10-009806/dex991.htm

  • Web linkasml.com

    [H19] ASML, “TSMC Selects ASML for Industry’s First Immersion Tool Order,” December 3, 2003

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In the early 2000s, the industry faced growing pressure to improve the resolution of 193 nm argon-fluoride (ArF) lithography. A 157 nm exposure path had been explored, but it posed challenges for materials and optical systems. Immersion lithography placed ultrapure water between the projection lens and wafer, increasing numerical aperture and improving resolution and depth of focus while retaining the 193 nm light source. The wavelength remained 193 nm; resolution improved through the larger numerical aperture. ASML’s December 2003 announcement reported TSMC’s order for the industry’s first immersion lithography tool. This historical reference was corroborated in search-indexed text; its original URL now redirects to a general news index rather than the announcement. H19 Commercial production still required collaborative work across fabs, optics, light sources, photoresists, and research institutions. H09 S01

    Historical Sources

    [H19] ASML, “TSMC Selects ASML for Industry’s First Immersion Tool Order,” December 3, 2003. https://www.asml.com/en/news/press-releases/2003/tsmc-selects-asml-for-industry-first-immersion-tool-order Historical reference with an access limitation: the title and TSMC order statement were corroborated in search-indexed text, but the original URL redirected to ASML’s generic press-release index on October 3, 2026. This is not a currently accessible live copy of the release, and no verified equivalent live replacement was found. The accessible 2023 retrospective [H09] provides immersion-history context; it does not independently establish the full 2003 order announcement.

  • Web linkasml.com

    [H09] ASML, “How Immersion Lithography Saved Moore’s Law,” 2023

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In the early 2000s, the industry faced growing pressure to improve the resolution of 193 nm argon-fluoride (ArF) lithography. A 157 nm exposure path had been explored, but it posed challenges for materials and optical systems. Immersion lithography placed ultrapure water between the projection lens and wafer, increasing numerical aperture and improving resolution and depth of focus while retaining the 193 nm light source. The wavelength remained 193 nm; resolution improved through the larger numerical aperture. ASML’s December 2003 announcement reported TSMC’s order for the industry’s first immersion lithography tool. This historical reference was corroborated in search-indexed text; its original URL now redirects to a general news index rather than the announcement. H19 Commercial production still required collaborative work across fabs, optics, light sources, photoresists, and research institutions. H09 S01

    Historical Sources

    [H09] ASML, “How Immersion Lithography Saved Moore’s Law,” 2023. https://www.asml.com/en/company/stories/2023/how-immersion-lithography-saved-moores-law

  • Web linkasml.com

    [S01] ASML, “Lenses and Mirrors—Lithography Principles.”

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In the early 2000s, the industry faced growing pressure to improve the resolution of 193 nm argon-fluoride (ArF) lithography. A 157 nm exposure path had been explored, but it posed challenges for materials and optical systems. Immersion lithography placed ultrapure water between the projection lens and wafer, increasing numerical aperture and improving resolution and depth of focus while retaining the 193 nm light source. The wavelength remained 193 nm; resolution improved through the larger numerical aperture. ASML’s December 2003 announcement reported TSMC’s order for the industry’s first immersion lithography tool. This historical reference was corroborated in search-indexed text; its original URL now redirects to a general news index rather than the announcement. H19 Commercial production still required collaborative work across fabs, optics, light sources, photoresists, and research institutions. H09 S01

    Technology and Value-Chain Sources

    [S01] ASML, “Lenses and Mirrors—Lithography Principles.” https://www.asml.com/technology/lithography-principles/lenses-and-mirrors

  • Web linktechnav.ieee.org

    [H13] IEEE Technology Navigator, “FinFETs.”

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In transistor architecture, Hitachi researchers demonstrated the DELTA precursor in 1989; a University of California, Berkeley team led by Chenming Hu subsequently developed and named the FinFET. H13 Berkeley’s institutional history also credits Jeff Bokor and Tsu-Jae King as collaborators. These overview sources do not establish a precise date for the naming. H10 Intel began high-volume production of its 22 nm tri-gate transistor in 2012. H11 FinFET is therefore best understood as the product of sustained research and industrialization by multiple teams, rather than the invention of a single researcher.

    Historical Sources

    [H13] IEEE Technology Navigator, “FinFETs.” https://technav.ieee.org/topic/finfets/ Location: “What Are FinFETs?” Supports the 1989 Hitachi DELTA precursor and the subsequent Berkeley development and naming, but not a precise late-1990s naming date.

  • Web linkeecs.berkeley.edu

    [H10] University of California, Berkeley EECS, “History.”

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In transistor architecture, Hitachi researchers demonstrated the DELTA precursor in 1989; a University of California, Berkeley team led by Chenming Hu subsequently developed and named the FinFET. H13 Berkeley’s institutional history also credits Jeff Bokor and Tsu-Jae King as collaborators. These overview sources do not establish a precise date for the naming. H10 Intel began high-volume production of its 22 nm tri-gate transistor in 2012. H11 FinFET is therefore best understood as the product of sustained research and industrialization by multiple teams, rather than the invention of a single researcher.

    Historical Sources

    [H10] University of California, Berkeley EECS, “History.” https://eecs.berkeley.edu/about/history/ Location: semiconductor-history paragraph naming Bokor, Hu, and King as FinFET collaborators. This institutional overview does not date the naming; [H13] supports the earlier Hitachi precursor and subsequent Berkeley development.

  • Web linkintel.com

    [H11] Intel, “Moore’s Law: Fun Facts.”

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    In transistor architecture, Hitachi researchers demonstrated the DELTA precursor in 1989; a University of California, Berkeley team led by Chenming Hu subsequently developed and named the FinFET. H13 Berkeley’s institutional history also credits Jeff Bokor and Tsu-Jae King as collaborators. These overview sources do not establish a precise date for the naming. H10 Intel began high-volume production of its 22 nm tri-gate transistor in 2012. H11 FinFET is therefore best understood as the product of sustained research and industrialization by multiple teams, rather than the invention of a single researcher.

    Historical Sources

    [H11] Intel, “Moore’s Law: Fun Facts.” https://www.intel.com/content/www/us/en/history/history-moores-law-fun-facts-factsheet.html

  • Web linkasml.com

    [H12] ASML, “EUV Lithography Systems.”

    Cited in: 1.5 Immersion Lithography, FinFETs, and EUV

    Citation context · 2 locations
    1.5 Immersion Lithography, FinFETs, and EUV

    EUV lithography uses 13.5 nm light. ASML delivered its first production-oriented EUV system in 2013, and customers gradually adopted EUV for advanced logic and memory production later in the 2010s. The first High-NA EUV system was delivered in 2023. H12 Prices, configurations, and revenue-recognition practices differ significantly across system generations; any quoted equipment price must specify the model, year, currency, and accounting basis.

    Historical Sources

    [H12] ASML, “EUV Lithography Systems.” https://www.asml.com/en/products/euv-lithography-systems

  • Web linksemiconductors.org

    Semiconductor industry primer — production stages

    Cited in: The semiconductor value chain

    Citation context
    The semiconductor value chain

    Sources: Semiconductor industry primer — production stages . Reviewed 2026-09-29.

    See how design, production capabilities and end markets fit together.

    DEX editorial map based on the accompanying report. Examples are illustrative, not exhaustive or ranked. Companies can operate across several stages; connections show categories, not verified supplier contracts.

  • Web linkriscv.org

    [S02] RISC-V International, “About RISC-V.”

    Cited in: 2.1 Chip Design, EDA, and Semiconductor IP

    Citation context · 2 locations
    2.1 Chip Design, EDA, and Semiconductor IP

    Semiconductor IP consists of designed and verified modules that can be reused in a chip, including processor cores, memory controllers, PCIe, DDR, USB, SerDes, and security blocks. An instruction set architecture (ISA) must be distinguished from processor IP . Arm licenses both architectures and processor-core IP. RISC-V is an open-standard ISA, not a processor core that can be manufactured directly; companies must still develop or license a specific implementation. S02 x86 is a proprietary ISA ecosystem, with Intel and AMD as its principal product suppliers.

    Chip design begins with product requirements and system architecture, then proceeds through logic design, functional verification, synthesis, placement and routing, timing closure, physical verification, and tape-out preparation. EDA software links design rules, foundry process design kits, and manufacturing constraints. Its value comes from algorithms, complete tool flows, process compatibility, and years of accumulated validation data.

    Digital devices include CPUs, GPUs, microcontrollers, FPGAs, SoCs, network processors, and AI accelerators. Analog and mixed-signal chips manage power, data conversion, amplification, and sensor interfaces. RF and optoelectronic devices handle wireless transmission and reception, filtering, power amplification, and conversion between electrical and optical signals. These categories differ in design cycle, software dependence, product life, and process needs. An advanced node is not the only measure of a chip’s value.

    Technology and Value-Chain Sources

    [S02] RISC-V International, “About RISC-V.” https://riscv.org/about/

  • Web linknewsroom.intel.com

    [S03] Intel, “Intel 18A Process Technology Simply Explained,” January 30, 2025

    Cited in: 2.3 Wafer Fabrication

    Citation context · 2 locations
    2.3 Wafer Fabrication

    Process-node names identify generations of manufacturing platforms; they no longer correspond to a single directly measurable physical dimension. “2 nm” or “Intel 18A” therefore does not mean that every transistor feature measures 2 nm or 1.8 nm. Process capability should be assessed through transistor architecture, density, performance, power, yield, design rules, and production status. Intel 18A uses RibbonFET gate-all-around transistors and PowerVia backside power delivery. In 2025, Intel disclosed that the first 18A client product had entered production and that it planned to begin high-volume production that year. S03 S06

    Wafer manufacturers are commonly divided into IDMs and foundries. An IDM sells its own products and performs at least some manufacturing; a dedicated foundry primarily manufactures customer designs. In practice, the boundary is not absolute. Some IDMs offer foundry services to external customers, while some systems companies take a direct role in chip design and supply-chain management.

    A typical front-end process repeatedly applies film formation, photoresist coating, exposure, development, etching, ion implantation, thermal processing, cleaning, and CMP to form transistors and multiple interconnect layers on a wafer. After front-end fabrication, a foundry delivers a processed wafer or diced dies, not a “bare wafer.” A bare wafer is generally a substrate on which device structures have not yet been formed.

    Technology and Value-Chain Sources

    [S03] Intel, “Intel 18A Process Technology Simply Explained,” January 30, 2025. https://newsroom.intel.com/intel-foundry/intel-18a-process-technology-simply-explained

  • Web linkintel.com

    [S06] Intel, “Postcard from Intel Technology Tour Arizona: Panther Lake Draws in Cameras and Crowds,” October 10, 2025

    Cited in: 2.3 Wafer Fabrication

    Citation context · 2 locations
    2.3 Wafer Fabrication

    Process-node names identify generations of manufacturing platforms; they no longer correspond to a single directly measurable physical dimension. “2 nm” or “Intel 18A” therefore does not mean that every transistor feature measures 2 nm or 1.8 nm. Process capability should be assessed through transistor architecture, density, performance, power, yield, design rules, and production status. Intel 18A uses RibbonFET gate-all-around transistors and PowerVia backside power delivery. In 2025, Intel disclosed that the first 18A client product had entered production and that it planned to begin high-volume production that year. S03 S06

    Wafer manufacturers are commonly divided into IDMs and foundries. An IDM sells its own products and performs at least some manufacturing; a dedicated foundry primarily manufactures customer designs. In practice, the boundary is not absolute. Some IDMs offer foundry services to external customers, while some systems companies take a direct role in chip design and supply-chain management.

    A typical front-end process repeatedly applies film formation, photoresist coating, exposure, development, etching, ion implantation, thermal processing, cleaning, and CMP to form transistors and multiple interconnect layers on a wafer. After front-end fabrication, a foundry delivers a processed wafer or diced dies, not a “bare wafer.” A bare wafer is generally a substrate on which device structures have not yet been formed.

    Technology and Value-Chain Sources

    [S06] Intel, “Postcard from Intel Technology Tour Arizona: Panther Lake Draws in Cameras and Crowds,” October 10, 2025. https://www.intel.com/content/www/us/en/newsroom/news/client-computing/postcard-itt-panther-lake-draws-cameras-and-crowds.html

  • Web link3dfabric.tsmc.com

    [S07] TSMC, “CoWoS.”

    Cited in: 2.4 Packaging and Testing

    Citation context · 2 locations
    2.4 Packaging and Testing

    Conventional packaging protects the die, provides electrical and mechanical connections, and supports assembly into a system. Advanced packaging also enables dense interconnects, more bandwidth, power management, and heterogeneous integration. Flip-chip packaging connects a die to its substrate through bumps. In 2.5D packaging, a silicon interposer or redistribution structure can connect multiple side-by-side dies. In 3D packaging, dies are stacked using hybrid bonding, through-silicon vias (TSVs), or other vertical interconnects. CoWoS is a 2.5D and related advanced-packaging platform; it should not be conflated with every form of 3D stacking. S07

    Technology and Value-Chain Sources

    [S07] TSMC, “CoWoS.” https://3dfabric.tsmc.com/english/dedicatedFoundry/technology/cowos.htm Location: technology overview and CoWoS-S/R/L descriptions. Supports the 2.5D integration of logic and HBM using silicon or redistribution-layer interposers; it is not a source for every form of 3D bonding.

  • Web linknews.skhynix.com

    [S08] SK hynix, “SK hynix Partners with TSMC to Strengthen HBM Technological Leadership,” April 19, 2024

    Cited in: 2.4 Packaging and Testing

    Citation context · 2 locations
    2.4 Packaging and Testing

    HBM typically stacks DRAM dies above a base die and connects them through TSVs; the HBM package can then be integrated with a processor through advanced packaging. S08 3D NAND, by contrast, stacks memory cells vertically within a NAND device. It is a device structure and manufacturing process, not a synonym for TSV-based die stacking. S04

    Technology and Value-Chain Sources

    [S08] SK hynix, “SK hynix Partners with TSMC to Strengthen HBM Technological Leadership,” April 19, 2024. https://news.skhynix.com/en/sk-hynix-partners-with-tsmc-to-strengthen-hbm-technological-leadership/ Location: base-die paragraph and TSV/CoWoS explanatory notes. Supports the DRAM/base-die stack, TSV interconnections, and integration with a processor; cited for technical structure, not for promotional leadership claims or later production outcomes.

  • Web linksemiconductor.samsung.com

    [S04] Samsung Semiconductor, “3D V-NAND Flash Memory.”

    Cited in: 2.4 Packaging and Testing

    Citation context · 2 locations
    2.4 Packaging and Testing

    HBM typically stacks DRAM dies above a base die and connects them through TSVs; the HBM package can then be integrated with a processor through advanced packaging. S08 3D NAND, by contrast, stacks memory cells vertically within a NAND device. It is a device structure and manufacturing process, not a synonym for TSV-based die stacking. S04

    Technology and Value-Chain Sources

    [S04] Samsung Semiconductor, “3D V-NAND Flash Memory.” https://semiconductor.samsung.com/support/tools-resources/dictionary/semiconductor-glossary-3d-v-nand-flash-memory/ Scope: vertically stacked NAND memory cells and their distinction from a single-layer arrangement. This glossary does not establish HBM’s DRAM/base-die structure or CoWoS packaging; those claims use [S08] and [S07].

  • PDFguerrilla-rf.com

    AEC-Q100 Rev J — manufacturer-hosted copy at Guerrilla RF (PDF)

    Cited in: 2.4 Packaging and Testing

    Citation context · 2 locations
    2.4 Packaging and Testing

    Testing includes wafer-level probing, final testing after packaging, and reliability evaluation for particular uses. Automotive integrated circuits commonly undergo failure-mechanism-based stress tests and customer qualification under specifications such as AEC-Q100. AEC-Q100 Rev J states that AEC operates no certification board: suppliers perform qualification and submit the data for users to verify compliance. Qualification should therefore not be described as an AEC-issued certification. S05

    Technology and Value-Chain Sources

    [S05] Automotive Electronics Council, “AEC-Q100: Failure Mechanism Based Stress Test Qualification for Integrated Circuits,” Rev J, August 11, 2023. AEC-Q100 Rev J — manufacturer-hosted copy at Guerrilla RF (PDF) . Location: §§1.3.1–1.3.3, printed p. 2 (PDF p. 8), on qualification, the absence of an AEC certification board, and user approval. The AEC publisher documents index could not be retrieved during the October 3, 2026 review; that access failure does not establish deletion. The inspected copy is the AEC standard hosted by a manufacturer, not the publisher’s live index, and does not establish which revision is currently latest.

  • PDFec.europa.eu

    [M01] European Commission, Case M.11766, NVIDIA/Run:ai merger decision, December 20, 2024

    Cited in: 3.2 Chip Design and AI Computing

    Citation context · 2 locations
    3.2 Chip Design and AI Computing

    General-purpose processors, mobile SoCs, analog chips, and AI accelerators each have different competitive structures. NVIDIA leads in data-center GPUs and their software ecosystem, but a claim that it holds 80%–90% of “AI training and inference chips” lacks a consistent market boundary. In its review of NVIDIA’s proposed acquisition of Run:ai, the European Commission’s decision reported NVIDIA’s volume share of the defined global discrete data-center GPU market in bracketed ranges: [80–90]% in each of 2021–2023 and [70–80]% in the first half of 2024. These are estimated ranges for the specified periods, not precise shares or a full-year 2024 result. The decision records NVIDIA’s warning, as the notifying party, that volume estimates inferred from revenue and average purchase prices were less reliable than value shares. M01 The case illustrates why market share must be reported with its product scope, date, and method.

    AMD and Intel offer GPUs or other accelerators, while cloud providers develop in-house or custom ASICs such as TPUs and Trainium. In-house chips can improve performance, cost, or supply control for specific workloads, but they do not automatically displace commercial GPUs. Their results depend on software tools, utilization, model fit, networking, and deployment scale.

    Market and Company Sources

    [M01] European Commission, Case M.11766, NVIDIA/Run:ai merger decision, December 20, 2024. https://ec.europa.eu/competition/mergers/cases1/202516/M_11766_10599589_2740_3.pdf Location: §4.2.1, Table 2 and paragraph 92, printed pp. 21–22 (PDF pp. 22–23). The market is worldwide discrete data-center GPUs by volume; the bracketed ranges cover 2021–2023 and H1 2024. Paragraph 92 records the notifying party NVIDIA’s caution about the reliability of volume estimates derived from revenue and average purchase prices. That caution is attributed to NVIDIA, not presented as an independently established Commission finding.

  • CSVDEX Research · Hosted file

    Global wafer foundry revenue share — data (CSV)

    Cited in: Global wafer foundry revenue share

    Citation context
    Global wafer foundry revenue share

    Download data (CSV)

    Wafer foundry revenue under TrendForce's market definition. Samsung excludes System LSI. This is not total semiconductor revenue or the expanded Foundry 2.0 market.

    Worldwide · Share of foundry revenue (%)

    Five largest suppliers shown. Other foundries = 100% minus the five published shares and includes both other ranked and unranked suppliers. Percentages retain the source rounding. Historical quarter; not full-year 2025, all chip sales, or the broader Foundry 2.0 definition.

  • Web linktrendforce.com

    TrendForce — AI Demand Drives 4Q25 Global Top 10 Foundries Revenue Up 2.6% QoQ; Samsung Gains Share and Tower Moves Up in Rankings

    Cited in: Global wafer foundry revenue share

    Citation context
    Global wafer foundry revenue share

    Source: TrendForce — AI Demand Drives 4Q25 Global Top 10 Foundries Revenue Up 2.6% QoQ; Samsung Gains Share and Tower Moves Up in Rankings (2026-03-12). Reviewed 2026-09-29.

    Wafer foundry revenue under TrendForce's market definition. Samsung excludes System LSI. This is not total semiconductor revenue or the expanded Foundry 2.0 market.

    Worldwide · Share of foundry revenue (%)

    Five largest suppliers shown. Other foundries = 100% minus the five published shares and includes both other ranked and unranked suppliers. Percentages retain the source rounding. Historical quarter; not full-year 2025, all chip sales, or the broader Foundry 2.0 definition.

  • Web linkasml.com

    [M03] ASML, “2025 Annual Report.”

    Cited in: 3.5 Equipment, Materials, and Profitability

    Citation context · 2 locations
    3.5 Equipment, Materials, and Profitability

    ASML is currently the only company able to supply complete EUV lithography systems commercially. DUV, metrology, inspection, and other manufacturing-equipment markets have different competitors. ASML’s 2025 annual report records €32.7 billion in total net sales, a gross margin of 52.8%, and revenue recognition for 48 EUV systems during its 2025 fiscal year. M03 These figures illustrate the scale and technical barriers of the EUV business. They do not support a claim that every equipment monopoly earns a 60%–80% gross margin.

    Market and Company Sources

    [M03] ASML, “2025 Annual Report.” https://www.asml.com/en/investors/annual-report/2025

  • Web linknist.gov

    [R01] NIST, “Funding Updates.”

    Cited in: 4.2 Industrial Policy, Export Controls, and Regionalization

    Citation context · 2 locations
    4.2 Industrial Policy, Export Controls, and Regionalization

    The US CHIPS and Science Act allocated US$50 billion for the Department of Commerce to administer semiconductor incentives and R&D programs. That figure represents statutory program funding, not cash already paid to companies. R01 The European Chips Act took effect on September 21, 2023. In its release that day, the European Commission stated the EU’s policy goal of raising its share of the global semiconductor market to 20% by 2030; that number is a historical policy target, neither an achieved share nor a firm forecast. R02 In June 2026, the European Commission proposed a Chips Act 2.0 to build on the original law. The proposal should be distinguished from the 2023 act already in force. R05

    Regional incentives can add local capabilities and geographic redundancy, but they can also raise construction costs, reduce utilization, intensify competition for talent, and complicate cross-border operations. Whether a project amounts to “duplicative capacity” depends on actual demand, its technology generation, and long-term utilization. Not every localization project can be assumed in advance to destroy economies of scale.

    Policy and Risk Sources

    [R01] NIST, “Funding Updates.” https://www.nist.gov/chips/funding-updates Location: opening program-funding paragraph. Official fallback confirming Commerce’s administration of US$50 billion in semiconductor incentives and R&D funding; this is an allocation, not cash already disbursed. Original provenance: U.S. Department of Commerce, “Semiconductor Industry—CHIPS for America” . Direct access to that Commerce page returned HTTP 403 during the October 3, 2026 review; it is access-blocked, not established to be deleted. The funding source does not independently establish the report’s regionalization cost analysis.

  • Web linkdigital-strategy.ec.europa.eu

    [R02] European Commission, “Digital Sovereignty: European Chips Act Enters into Force,” September 21, 2023

    Cited in: 4.2 Industrial Policy, Export Controls, and Regionalization

    Citation context · 2 locations
    4.2 Industrial Policy, Export Controls, and Regionalization

    The US CHIPS and Science Act allocated US$50 billion for the Department of Commerce to administer semiconductor incentives and R&D programs. That figure represents statutory program funding, not cash already paid to companies. R01 The European Chips Act took effect on September 21, 2023. In its release that day, the European Commission stated the EU’s policy goal of raising its share of the global semiconductor market to 20% by 2030; that number is a historical policy target, neither an achieved share nor a firm forecast. R02 In June 2026, the European Commission proposed a Chips Act 2.0 to build on the original law. The proposal should be distinguished from the 2023 act already in force. R05

    Regional incentives can add local capabilities and geographic redundancy, but they can also raise construction costs, reduce utilization, intensify competition for talent, and complicate cross-border operations. Whether a project amounts to “duplicative capacity” depends on actual demand, its technology generation, and long-term utilization. Not every localization project can be assumed in advance to destroy economies of scale.

    Policy and Risk Sources

    [R02] European Commission, “Digital Sovereignty: European Chips Act Enters into Force,” September 21, 2023. https://digital-strategy.ec.europa.eu/en/news/digital-sovereignty-european-chips-act-enters-force Location: opening and paragraph stating the 20%-by-2030 goal. This dated release supports commencement and the historical policy target. The current European Chips Act policy page remains useful for policy context but no longer states that target in the version reviewed on October 3, 2026; it is not substituted for the dated evidence.

  • Web linkdigital-strategy.ec.europa.eu

    [R05] European Commission, “Proposal for the Chips Act 2.0,” June 3, 2026

    Cited in: 4.2 Industrial Policy, Export Controls, and Regionalization

    Citation context · 2 locations
    4.2 Industrial Policy, Export Controls, and Regionalization

    The US CHIPS and Science Act allocated US$50 billion for the Department of Commerce to administer semiconductor incentives and R&D programs. That figure represents statutory program funding, not cash already paid to companies. R01 The European Chips Act took effect on September 21, 2023. In its release that day, the European Commission stated the EU’s policy goal of raising its share of the global semiconductor market to 20% by 2030; that number is a historical policy target, neither an achieved share nor a firm forecast. R02 In June 2026, the European Commission proposed a Chips Act 2.0 to build on the original law. The proposal should be distinguished from the 2023 act already in force. R05

    Regional incentives can add local capabilities and geographic redundancy, but they can also raise construction costs, reduce utilization, intensify competition for talent, and complicate cross-border operations. Whether a project amounts to “duplicative capacity” depends on actual demand, its technology generation, and long-term utilization. Not every localization project can be assumed in advance to destroy economies of scale.

    Policy and Risk Sources

    [R05] European Commission, “Proposal for the Chips Act 2.0,” June 3, 2026. https://digital-strategy.ec.europa.eu/en/library/proposal-chips-act-20

  • Web linkbis.gov

    [R03] U.S. Bureau of Industry and Security, “Commerce Strengthens Restrictions on Advanced Computing Semiconductors,” January 15, 2025

    Cited in: 4.2 Industrial Policy, Export Controls, and Regionalization

    Citation context · 2 locations
    4.2 Industrial Policy, Export Controls, and Regionalization

    Export controls are changing customer screening and delivery procedures for equipment, software, HBM, and advanced computing chips. In January 2025, the US Bureau of Industry and Security updated advanced-computing controls and foundry due-diligence requirements; related rules also changed definitions of advanced-node integrated circuits and the Entity List. R03 Businesses consequently face licensing, end-user, resale, technical-service, and geographic compliance risks. Policies can change, so a rule in force at one point should not be treated as a permanent industrial boundary.

    Regional incentives can add local capabilities and geographic redundancy, but they can also raise construction costs, reduce utilization, intensify competition for talent, and complicate cross-border operations. Whether a project amounts to “duplicative capacity” depends on actual demand, its technology generation, and long-term utilization. Not every localization project can be assumed in advance to destroy economies of scale.

    Policy and Risk Sources

    [R03] U.S. Bureau of Industry and Security, “Commerce Strengthens Restrictions on Advanced Computing Semiconductors,” January 15, 2025. https://www.bis.gov/press-release/commerce-strengthens-restrictions-advanced-computing-semiconductors-enhance-foundry-due-diligence-prevent

  • Web linkiea.org

    [R04] International Energy Agency, “Energy and AI,” April 10, 2025

    Cited in: 4.5 Electricity, Water, and Infrastructure

    Citation context · 2 locations
    4.5 Electricity, Water, and Infrastructure

    Advanced fabs require reliable electricity, ultrapure water, gases, and waste-treatment systems. AI data centers are increasing demand for high-density computing, cooling, and grid connections. The International Energy Agency estimates that data centers used about 415 TWh of electricity worldwide in 2024, or about 1.5% of global electricity consumption. In its 2025 base case, the IEA projects roughly 945 TWh by 2030. R04 These are global model estimates; they do not mean that every regional grid will reach its limits at the same time.

    Power constraints vary sharply by location, depending on grid-connection queues, generation mix, transmission and distribution capacity, and data-center clustering. Semiconductor companies should evaluate power reliability, water availability, extreme weather, and carbon costs when selecting sites. Data-center customers should also incorporate server utilization, model efficiency, and cooling methods into capacity planning.

    Policy and Risk Sources

    [R04] International Energy Agency, “Energy and AI,” April 10, 2025. https://www.iea.org/reports/energy-and-ai

  • Web linkaecouncil.com

    AEC publisher documents index

    Cited in: Technology and Value-Chain Sources

    Citation context
    Technology and Value-Chain Sources

    [S05] Automotive Electronics Council, “AEC-Q100: Failure Mechanism Based Stress Test Qualification for Integrated Circuits,” Rev J, August 11, 2023. AEC-Q100 Rev J — manufacturer-hosted copy at Guerrilla RF (PDF) . Location: §§1.3.1–1.3.3, printed p. 2 (PDF p. 8), on qualification, the absence of an AEC certification board, and user approval. The AEC publisher documents index could not be retrieved during the October 3, 2026 review; that access failure does not establish deletion. The inspected copy is the AEC standard hosted by a manufacturer, not the publisher’s live index, and does not establish which revision is currently latest.

  • Web linkcommerce.gov

    U.S. Department of Commerce, “Semiconductor Industry—CHIPS for America”

    Cited in: Policy and Risk Sources

    Citation context
    Policy and Risk Sources

    [R01] NIST, “Funding Updates.” https://www.nist.gov/chips/funding-updates Location: opening program-funding paragraph. Official fallback confirming Commerce’s administration of US$50 billion in semiconductor incentives and R&D funding; this is an allocation, not cash already disbursed. Original provenance: U.S. Department of Commerce, “Semiconductor Industry—CHIPS for America” . Direct access to that Commerce page returned HTTP 403 during the October 3, 2026 review; it is access-blocked, not established to be deleted. The funding source does not independently establish the report’s regionalization cost analysis.

  • Web linkdigital-strategy.ec.europa.eu

    current European Chips Act policy page

    Cited in: Policy and Risk Sources

    Citation context
    Policy and Risk Sources

    [R02] European Commission, “Digital Sovereignty: European Chips Act Enters into Force,” September 21, 2023. https://digital-strategy.ec.europa.eu/en/news/digital-sovereignty-european-chips-act-enters-force Location: opening and paragraph stating the 20%-by-2030 goal. This dated release supports commencement and the historical policy target. The current European Chips Act policy page remains useful for policy context but no longer states that target in the version reviewed on October 3, 2026; it is not substituted for the dated evidence.

ARTICLE · 2026-09-19AI Risks, Industry Turbulence, and the Layoff Wave: What the Numbers Actually Show3 materials

Read the article & original appendix Link to this collection

  • Web linkchallengergray.com

    Challenger, Gray & Christmas: August 2026 job-cuts report

    Cited in: Sources and scope

    Citation context
    Sources and scope

    Challenger, Gray & Christmas: August 2026 job-cuts report — primary source for announced U.S. job cuts and hiring plans through August , including industry and stated-reason breakdowns. It does not establish the causal impact of AI or actual completed layoffs.

    Citation scope reviewed October 3, 2026. Announcement series, administrative-payroll research, and forecast scenarios answer different questions and should not be combined into a single count. Each source retains its stated reporting period.

  • Web linkdigitaleconomy.stanford.edu

    Stanford Digital Economy Lab: Canaries in the Coal Mine?

    Cited in: Sources and scope

    Citation context
    Sources and scope

    Stanford Digital Economy Lab: Canaries in the Coal Mine? — observational research using ADP administrative payroll records through June 2026, in the August 12, 2026 revision. It examines AI-exposed occupations and early-career workers and explicitly says it finds no widespread economy-wide displacement. Its findings are descriptive, not causal; this is not a survey of workers.

    Citation scope reviewed October 3, 2026. Announcement series, administrative-payroll research, and forecast scenarios answer different questions and should not be combined into a single count. Each source retains its stated reporting period.

  • Web linkgoldmansachs.com

    Goldman Sachs Research: AI and the U.S. labor market

    Cited in: Sources and scope

    Citation context
    Sources and scope

    Goldman Sachs Research: AI and the U.S. labor market — the 6%–7% over roughly a decade figure is a scenario for workers potentially needing new employment, not a count of current layoffs.

    Citation scope reviewed October 3, 2026. Announcement series, administrative-payroll research, and forecast scenarios answer different questions and should not be combined into a single count. Each source retains its stated reporting period.

ARTICLE · 2026-09-1950 High-Potential Industries (2025–2040): Technologies, Markets, and Growth38 materials

Read the article & original appendix Link to this collection

Article evidence notes

Evidence status (reviewed October 3, 2026): Eight industries have claim-level notes in the evidence appendix . The battery-cell figures have a source-matched correction: $98B refers to 2022 , with a 2022–2040 scenario, rather than an approximately 2025 energy-storage total. The other seven audited original ranges remain unverified, as do unaudited original rows. A nearby number from another publisher does not verify a range or make different market definitions comparable. Each audited row’s note applies to its market size, CAGR, projection and numerical notes unless the appendix explicitly establishes otherwise. Separately sourced alternatives retain their own years, definitions and forecast status. The Industries page and CSV carry the same labels and links. See the methodology for the verification standard.

  • Web linkmckinsey.com

    McKinsey Global Institute, Growth industries and the next big arenas of competition (2024)

    Cited in: Article

    Citation context · 3 locations
    Article

    McKinsey Global Institute’s 2024 analysis identifies 18 potential future arenas and models $29–48 trillion in combined 2040 revenue across them. Those figures describe McKinsey’s collective scenario, not the 50 rows below.

    Interactive database: filter the 50 industries and run a CAGR calculator on the Industries page.

    Over the past two decades, a small set of industries captured an outsized share of global growth and market-value creation. McKinsey Global Institute calls them “arenas of competition”: sectors that combine high growth with intense competitive dynamism.

    This report brings those signals together into a provisional screening list of 50 industries —with representative technologies, indicative figures where available, and commercial or policy notes.

    Evidence status (reviewed October 3, 2026): Eight industries have claim-level notes in the evidence appendix . The battery-cell figures have a source-matched correction: $98B refers to 2022 , with a 2022–2040 scenario, rather than an approximately 2025 energy-storage total. The other seven audited original ranges remain unverified, as do unaudited original rows. A nearby number from another publisher does not verify a range or make different market definitions comparable. Each audited row’s note applies to its market size, CAGR, projection and numerical notes unless the appendix explicitly establishes otherwise. Separately sourced alternatives retain their own years, definitions and forecast status. The Industries page and CSV carry the same labels and links. See the methodology for the verification standard.

    5. Background Sources (Not Row-Level Citations)

    McKinsey Global Institute, Growth industries and the next big arenas of competition (2024) : future-arena framework and collective scenario.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

    5. Batteries & Energy Storage: Corrected Year and Numerical Scope

    McKinsey Global Institute , The next big arenas of competition , published October 23, 2024 ; full report, PDF p. 140 / printed p. 138 , scope on printed pp. 137–140 and pricing basis in endnote 209, printed p. 195 : global battery-cell revenues , primarily lithium-ion and sodium-ion for EVs, stationary BESS and consumer electronics; excludes lead-acid and traditional household batteries. 2022 historical estimate approximately $98B ; 2040 modeled scenarios $810B–1.1T ; 12–14% scenario CAGR, 2022–2040 . Values use manufacturer battery-cell prices. These are not an audited total, a 2025 estimate, complete BESS-system revenue or combined mining-to-recycling revenue. The same report treats BESS separately, reinforcing that distinction.

    Original claim: approximately $98B under an approximately 2025 heading, $810B–1.1T in 2040 and CAGR 12–14%. Correction: $98B is a 2022 estimate , and 12–14% is a 2022–2040 modeled-scenario CAGR . The numbers measure defined battery-cell revenues , rather than the complete energy-storage industry. This figure is an estimate. The article row, explorer and CSV now state these boundaries explicitly.

    Reason for revision: the full size/projection/CAGR combination is traceable to a 2022 base and a restricted cell-revenue definition. Correcting those labels is supported; interpolating a new 2025 figure is not. The broad industry heading remains editorial, while the measured market is explicit.

  • Web linkndrc.gov.cn

    China’s NDRC described six emerging pillar industries and six future industries in March 2026

    Cited in: Article

    Citation context · 2 locations
    Article

    At the same time, China’s NDRC described six emerging pillar industries and six future industries in March 2026 . It estimated that output related to the six emerging pillars alone could exceed RMB 10 trillion by 2030; this is not a forecast for all 12 categories together.

    Interactive database: filter the 50 industries and run a CAGR calculator on the Industries page.

    Over the past two decades, a small set of industries captured an outsized share of global growth and market-value creation. McKinsey Global Institute calls them “arenas of competition”: sectors that combine high growth with intense competitive dynamism.

    This report brings those signals together into a provisional screening list of 50 industries —with representative technologies, indicative figures where available, and commercial or policy notes.

    Evidence status (reviewed October 3, 2026): Eight industries have claim-level notes in the evidence appendix . The battery-cell figures have a source-matched correction: $98B refers to 2022 , with a 2022–2040 scenario, rather than an approximately 2025 energy-storage total. The other seven audited original ranges remain unverified, as do unaudited original rows. A nearby number from another publisher does not verify a range or make different market definitions comparable. Each audited row’s note applies to its market size, CAGR, projection and numerical notes unless the appendix explicitly establishes otherwise. Separately sourced alternatives retain their own years, definitions and forecast status. The Industries page and CSV carry the same labels and links. See the methodology for the verification standard.

    5. Background Sources (Not Row-Level Citations)

    NDRC, economic press conference (March 2026, Chinese) : names of the six emerging pillars and six future industries; aggregate output scenario for the pillars.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

  • Web linkiea.org

    IEA, Global EV Outlook 2025

    Cited in: 5. Background Sources (Not Row-Level Citations)

    Citation context
    5. Background Sources (Not Row-Level Citations)

    IEA, Global EV Outlook 2025 : EV adoption context; not a citation for the EV market-size row.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

  • Web linkoecd.org

    OECD, The Space Economy in Figures (2023)

    Cited in: 5. Background Sources (Not Row-Level Citations)

    Citation context
    5. Background Sources (Not Row-Level Citations)

    OECD, The Space Economy in Figures (2023) : definitions and measurement context; not a citation for the space market-size row.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

  • Web linkcsrc.nist.gov

    NIST SP 800-207, Zero Trust Architecture (2020)

    Cited in: 5. Background Sources (Not Row-Level Citations)

    Citation context
    5. Background Sources (Not Row-Level Citations)

    NIST SP 800-207, Zero Trust Architecture (2020) : provided primary context for the cybersecurity category; not a citation for row 8’s market-size or CAGR.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

  • Web linkfda.gov

    FDA, Frances Oldham Kelsey and thalidomide

    Cited in: 5. Background Sources (Not Row-Level Citations)

    Citation context
    5. Background Sources (Not Row-Level Citations)

    FDA, Frances Oldham Kelsey and thalidomide : provided primary context for pharmaceutical regulation; not a citation for row 21’s growth range.

    Eight-industry audit updated October 3, 2026. Publication dates, data years and forecast windows are recorded separately below. Unaudited rows retain their original provisional status.

  • PDFinfo.idc.com

    Worldwide GenAI 2025 Predictions, p. 4

    Cited in: 1. AI Software & Services

    Citation context
    1. AI Software & Services

    IDC , Worldwide GenAI 2025 Predictions, p. 4 : publication vintage 2024 (exact day not printed); worldwide AI-solutions spending; $307B for 2025 and $632B for 2028 , both forecasts; 29.0% forecast CAGR, 2024–2028 . This figure is an estimate. It covers AI solutions overall and is not a software/services subtotal. IDC’s August 16, 2024 scope discussion explicitly includes hardware; its approximately 57% software, 24% hardware and 24% services add to 105% , so those inconsistent component percentages must not be used to derive a subtotal.

    Original claim: approximately $230–390B around 2025; CAGR 25–35%; $1.5–2.4T in 2030–32. Unverified estimate; source and methodology not confirmed. The original numerical Gartner note is also unverified in this row. The audit found broad-AI figures, not a consistently defined software-and-services-only series, so the row has not been silently replaced.

    Disposition: retain the original claim with the unverified label. Broad-AI alternatives require their own broader market labels; they do not supply a source-matched software/services correction.

  • Web linkidc.com

    August 16, 2024 scope discussion

    Cited in: 1. AI Software & Services

    Citation context
    1. AI Software & Services

    IDC , Worldwide GenAI 2025 Predictions, p. 4 : publication vintage 2024 (exact day not printed); worldwide AI-solutions spending; $307B for 2025 and $632B for 2028 , both forecasts; 29.0% forecast CAGR, 2024–2028 . This figure is an estimate. It covers AI solutions overall and is not a software/services subtotal. IDC’s August 16, 2024 scope discussion explicitly includes hardware; its approximately 57% software, 24% hardware and 24% services add to 105% , so those inconsistent component percentages must not be used to derive a subtotal.

    Original claim: approximately $230–390B around 2025; CAGR 25–35%; $1.5–2.4T in 2030–32. Unverified estimate; source and methodology not confirmed. The original numerical Gartner note is also unverified in this row. The audit found broad-AI figures, not a consistently defined software-and-services-only series, so the row has not been silently replaced.

    Disposition: retain the original claim with the unverified label. Broad-AI alternatives require their own broader market labels; they do not supply a source-matched software/services correction.

  • Web linkfortunebusinessinsights.com

    AI-market release

    Cited in: 1. AI Software & Services

    Citation context
    1. AI Software & Services

    Fortune Business Insights , AI-market release , published May 29, 2025 : global AI hardware, software and services ; 2024 estimate $233.46B , 2025 forecast $294.16B , 2032 forecast $1,771.62B ; 29.2% forecast CAGR, 2025–2032 . This figure is an estimate. The approximately $233B figure is for 2024 , and the market includes hardware. Neither it nor the 2025 forecast validates the original software/services range.

    Original claim: approximately $230–390B around 2025; CAGR 25–35%; $1.5–2.4T in 2030–32. Unverified estimate; source and methodology not confirmed. The original numerical Gartner note is also unverified in this row. The audit found broad-AI figures, not a consistently defined software-and-services-only series, so the row has not been silently replaced.

    Disposition: retain the original claim with the unverified label. Broad-AI alternatives require their own broader market labels; they do not supply a source-matched software/services correction.

  • Web linkgrandviewresearch.com

    AI-market report

    Cited in: 1. AI Software & Services

    Citation context
    1. AI Software & Services

    Grand View Research , AI-market report : published June 2026 , updated August 2026 ; global hardware, software and services revenue ; 2025 retrospective estimate $390.9B , 2026 estimate $539.5B , 2033 forecast $3,497.3B ; 30.6% forecast CAGR, 2026–2033 . This figure is an estimate. This later edition cannot be treated as a 2025-vintage source or combined with another publisher’s lower endpoint.

    Original claim: approximately $230–390B around 2025; CAGR 25–35%; $1.5–2.4T in 2030–32. Unverified estimate; source and methodology not confirmed. The original numerical Gartner note is also unverified in this row. The audit found broad-AI figures, not a consistently defined software-and-services-only series, so the row has not been silently replaced.

    Disposition: retain the original claim with the unverified label. Broad-AI alternatives require their own broader market labels; they do not supply a source-matched software/services correction.

  • PDFwsts.org

    finalized 2025 results

    Cited in: 2. Semiconductors

    Citation context
    2. Semiconductors

    WSTS , finalized 2025 results , published March 6, 2026 : worldwide semiconductor product sales , $795.6B in 2025 , a finalized reported full-year result; 26.2% 2025 YoY growth , not CAGR. No multiyear total-market CAGR is supplied. This excludes a combined total for equipment, materials, EDA and other value-chain services. It is a separate sales baseline, above the old range, rather than proof of the original range’s provenance.

    Original claim: approximately $630–775B around 2025; CAGR 10–18%; $1.5–3.2T in 2030, including the BofA TAM note. Unverified estimate; source and methodology not confirmed. No evidence establishes a common definition, horizon or endpoint-selection method behind that range.

    Disposition: retain the original range as unverified and the WSTS baseline separately. Numerical resemblance does not establish that DEX originally used any of these sources; no direct year correction to an unidentified endpoint is asserted.

  • PDFwsts.org

    Autumn 2025 forecast, p. 2

    Cited in: 2. Semiconductors

    Citation context
    2. Semiconductors

    WSTS , Autumn 2025 forecast, p. 2 , published December 2, 2025 : worldwide semiconductor product sales ; 2024 $630.549B , 2025 forecast $772.243B , 2026 forecast $975.460B . The forecast figures are estimates. 22.5% and 26.3% are respective YoY forecasts; no multiyear CAGR. The approximately $630B entry is explicitly 2024 , while the later finalized 2025 result supersedes that vintage’s forecast.

    Original claim: approximately $630–775B around 2025; CAGR 10–18%; $1.5–3.2T in 2030, including the BofA TAM note. Unverified estimate; source and methodology not confirmed. No evidence establishes a common definition, horizon or endpoint-selection method behind that range.

    Disposition: retain the original range as unverified and the WSTS baseline separately. Numerical resemblance does not establish that DEX originally used any of these sources; no direct year correction to an unidentified endpoint is asserted.

  • Web linkmckinsey.com

    expanded semiconductor-value analysis

    Cited in: 2. Semiconductors

    Citation context
    2. Semiconductors

    McKinsey , expanded semiconductor-value analysis , published January 15, 2026 : worldwide expanded semiconductor value , including imputed captive/OEM chip value and adjusted fabless package/software margins; 2024 estimate $775B , 2030 base-case forecast $1.6T ; 13% forecast CAGR, 2024–2030 . This figure is an estimate. This is 2024 , and the definition differs from WSTS sales; its leading-edge wafer-volume growth is not a total-market revenue CAGR.

    Original claim: approximately $630–775B around 2025; CAGR 10–18%; $1.5–3.2T in 2030, including the BofA TAM note. Unverified estimate; source and methodology not confirmed. No evidence establishes a common definition, horizon or endpoint-selection method behind that range.

    Disposition: retain the original range as unverified and the WSTS baseline separately. Numerical resemblance does not establish that DEX originally used any of these sources; no direct year correction to an unidentified endpoint is asserted.

  • Web linkgartner.com

    public-cloud spending forecast

    Cited in: 3. Cloud Services

    Citation context
    3. Cloud Services

    Gartner , public-cloud spending forecast , published November 19, 2024 : worldwide public-cloud end-user spending across SaaS, PaaS, DaaS and IaaS; 2025 total forecast $723.421B , including IaaS-only forecast $211.856B . This figure is an estimate. Growth is 21.5% YoY for the total and 24.8% YoY for IaaS, comparing 2025 with 2024; no multiyear CAGR is supplied. The IaaS subtotal cannot be called the entire cloud-services market.

    Original claim: approximately $220B around 2025; CAGR 12–17%; $1.6–3.4T in 2040. Unverified estimate; source and methodology not confirmed. Public cloud, IaaS-only and infrastructure-cloud series measure different markets.

    Disposition: retain the unverified row. The alternatives do not establish a same-scope correction or validate its 2040 projection.

  • Web linksrgresearch.com

    full-year cloud-infrastructure results

    Cited in: 3. Cloud Services

    Citation context
    3. Cloud Services

    Synergy Research Group , full-year cloud-infrastructure results , published February 5, 2026 : worldwide enterprise cloud-infrastructure services , covering IaaS, PaaS and hosted private cloud ; 2025 full-year estimate $419B . This figure is an estimate of a completed year, not a forecast. No corresponding multiyear CAGR is supplied; the release’s constant-currency growth concerns Q4 year-on-year, not annual CAGR.

    Original claim: approximately $220B around 2025; CAGR 12–17%; $1.6–3.4T in 2040. Unverified estimate; source and methodology not confirmed. Public cloud, IaaS-only and infrastructure-cloud series measure different markets.

    Disposition: retain the unverified row. The alternatives do not establish a same-scope correction or validate its 2040 projection.

  • Web linkmarketsandmarkets.com

    Cloud Computing, report TC 1228

    Cited in: 3. Cloud Services

    Citation context
    3. Cloud Services

    MarketsandMarkets , Cloud Computing, report TC 1228 , published June 2025 : global cloud computing , including IaaS/PaaS/SaaS and public/private/hybrid deployments; 2025 forecast $1,294.9B , 2030 forecast $2,281.1B ; 12.0% forecast CAGR, 2025–2030 . This figure is an estimate. Its CAGR belongs with this larger, differently defined series, not a $220B baseline.

    Original claim: approximately $220B around 2025; CAGR 12–17%; $1.6–3.4T in 2040. Unverified estimate; source and methodology not confirmed. Public cloud, IaaS-only and infrastructure-cloud series measure different markets.

    Disposition: retain the unverified row. The alternatives do not establish a same-scope correction or validate its 2040 projection.

  • Web linkglobenewswire.com

    publisher-issued dated release

    Cited in: 4. Electric Vehicles

    Citation context
    4. Electric Vehicles

    Precedence Research , publisher-issued dated release , published July 1, 2025 : global EV market revenue , covering BEV, PHEV and FCEV and explicit vehicle segments including scooters, motorcycles, three-wheelers, passenger cars, buses and trucks; 2024 base $890.72B , 2025 forecast-period estimate $988.70B , 2034 forecast $2,529.10B ; 11% forecast CAGR, 2025–2034 . This figure is an estimate. The approximately $990B point is supported under this definition, but not the full DEX interval or 15% endpoint. The current report page , updated September 8, 2026 , instead reports a 2026 estimate of $1,097.46B , 2035 forecast of $2,763.17B and a publisher-stated 10.82% CAGR for 2026–2035 . Those displayed endpoints imply approximately 10.80% over nine years (audit calculation), so the stated precision is attributed, not independently reproduced. Do not mix the two forecast vintages.

    Original claim: approximately $900–990B around 2025; CAGR 10–15%; $1.1–3.7T in 2030–35. Unverified estimate; source and methodology not confirmed. One matching point does not establish the full range or a common forecast period.

    Disposition: retain the original range as unverified. The Precedence single-source series and narrower IEA spending measure are separately attributed alternatives, not a reconstructed original range.

  • Web linkprecedenceresearch.com

    current report page

    Cited in: 4. Electric Vehicles

    Citation context
    4. Electric Vehicles

    Precedence Research , publisher-issued dated release , published July 1, 2025 : global EV market revenue , covering BEV, PHEV and FCEV and explicit vehicle segments including scooters, motorcycles, three-wheelers, passenger cars, buses and trucks; 2024 base $890.72B , 2025 forecast-period estimate $988.70B , 2034 forecast $2,529.10B ; 11% forecast CAGR, 2025–2034 . This figure is an estimate. The approximately $990B point is supported under this definition, but not the full DEX interval or 15% endpoint. The current report page , updated September 8, 2026 , instead reports a 2026 estimate of $1,097.46B , 2035 forecast of $2,763.17B and a publisher-stated 10.82% CAGR for 2026–2035 . Those displayed endpoints imply approximately 10.80% over nine years (audit calculation), so the stated precision is attributed, not independently reproduced. Do not mix the two forecast vintages.

    Original claim: approximately $900–990B around 2025; CAGR 10–15%; $1.1–3.7T in 2030–35. Unverified estimate; source and methodology not confirmed. One matching point does not establish the full range or a common forecast period.

    Disposition: retain the original range as unverified. The Precedence single-source series and narrower IEA spending measure are separately attributed alternatives, not a reconstructed original range.

  • Web linkiea.org

    Global EV Outlook 2026: electric-car trends

    Cited in: 4. Electric Vehicles

    Citation context
    4. Electric Vehicles

    IEA , Global EV Outlook 2026: electric-car trends , published May 20, 2026 : global spending on electric cars , BEV/PHEV , approximately $860B in 2025 , a retrospective estimate. This figure is an estimate. No future revenue CAGR accompanies this claim. The IEA electric-car spending measure is narrower than Precedence’s EV-market definition and cannot replace it without changing the measure.

    Original claim: approximately $900–990B around 2025; CAGR 10–15%; $1.1–3.7T in 2030–35. Unverified estimate; source and methodology not confirmed. One matching point does not establish the full range or a common forecast period.

    Disposition: retain the original range as unverified. The Precedence single-source series and narrower IEA spending measure are separately attributed alternatives, not a reconstructed original range.

  • Web linkiea.org

    published May 20, 2026

    Cited in: 4. Electric Vehicles

    Citation context
    4. Electric Vehicles

    IEA , Global EV Outlook 2026: electric-car trends , published May 20, 2026 : global spending on electric cars , BEV/PHEV , approximately $860B in 2025 , a retrospective estimate. This figure is an estimate. No future revenue CAGR accompanies this claim. The IEA electric-car spending measure is narrower than Precedence’s EV-market definition and cannot replace it without changing the measure.

    Original claim: approximately $900–990B around 2025; CAGR 10–15%; $1.1–3.7T in 2030–35. Unverified estimate; source and methodology not confirmed. One matching point does not establish the full range or a common forecast period.

    Disposition: retain the original range as unverified. The Precedence single-source series and narrower IEA spending measure are separately attributed alternatives, not a reconstructed original range.

  • PDFmckinsey.com

    full report, PDF p. 140 / printed p. 138

    Cited in: 5. Batteries & Energy Storage: Corrected Year and Numerical Scope

    Citation context
    5. Batteries & Energy Storage: Corrected Year and Numerical Scope

    McKinsey Global Institute , The next big arenas of competition , published October 23, 2024 ; full report, PDF p. 140 / printed p. 138 , scope on printed pp. 137–140 and pricing basis in endnote 209, printed p. 195 : global battery-cell revenues , primarily lithium-ion and sodium-ion for EVs, stationary BESS and consumer electronics; excludes lead-acid and traditional household batteries. 2022 historical estimate approximately $98B ; 2040 modeled scenarios $810B–1.1T ; 12–14% scenario CAGR, 2022–2040 . Values use manufacturer battery-cell prices. These are not an audited total, a 2025 estimate, complete BESS-system revenue or combined mining-to-recycling revenue. The same report treats BESS separately, reinforcing that distinction.

    Original claim: approximately $98B under an approximately 2025 heading, $810B–1.1T in 2040 and CAGR 12–14%. Correction: $98B is a 2022 estimate , and 12–14% is a 2022–2040 modeled-scenario CAGR . The numbers measure defined battery-cell revenues , rather than the complete energy-storage industry. This figure is an estimate. The article row, explorer and CSV now state these boundaries explicitly.

    Reason for revision: the full size/projection/CAGR combination is traceable to a 2022 base and a restricted cell-revenue definition. Correcting those labels is supported; interpolating a new 2025 figure is not. The broad industry heading remains editorial, while the measured market is explicit.

  • Web linkiea.org

    Global battery markets are growing strongly

    Cited in: 5. Batteries & Energy Storage: Corrected Year and Numerical Scope

    Citation context
    5. Batteries & Energy Storage: Corrected Year and Numerical Scope

    IEA , Global battery markets are growing strongly , published February 13, 2026 : global lithium-ion battery market , more than $150B in 2025 , a retrospective estimate; more than 20% YoY versus 2024 , no corresponding future CAGR supplied . This figure is an estimate. Its public opening claim does not fully specify cell-versus-pack valuation, so it is a separate alternative and does not inherit McKinsey’s 12–14% CAGR.

    Original claim: approximately $98B under an approximately 2025 heading, $810B–1.1T in 2040 and CAGR 12–14%. Correction: $98B is a 2022 estimate , and 12–14% is a 2022–2040 modeled-scenario CAGR . The numbers measure defined battery-cell revenues , rather than the complete energy-storage industry. This figure is an estimate. The article row, explorer and CSV now state these boundaries explicitly.

    Reason for revision: the full size/projection/CAGR combination is traceable to a 2022 base and a restricted cell-revenue definition. Correcting those labels is supported; interpolating a new 2025 figure is not. The broad industry heading remains editorial, while the measured market is explicit.

  • Web linknova.space

    Space Economy Report, 12th-edition release

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    Novaspace , Space Economy Report, 12th-edition release , published January 29, 2026 : worldwide space economy , including upstream/downstream activity and space-enabled services; 2025 estimate $626.4B , 2034 forecast $1.01T ; 5.5% forecast CAGR, 2025–2034 . This figure is an estimate. The separately identified direct space market is $236B in 2025 ; the broader total is not simply rocket/satellite sales. The source supports the approximately $626B point, but its paired CAGR is 5.5%, not 7–10% .

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkspacefoundation.org

    The Space Report 2025 Q2 release

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    Space Foundation , The Space Report 2025 Q2 release , published July 22, 2025 : global commercial space economy plus government budgets , 2024 retrospective estimate $613B ; 7.8% YoY in 2024 , no matching multiyear CAGR supplied . This figure is an estimate. Its July 25, 2023 release reports $546B for 2022 , approximately $550B when rounded, and 8% YoY ; that is not 2025 data, and the 2022 estimate was subsequently revised.

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkspacefoundation.org

    July 25, 2023 release

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    Space Foundation , The Space Report 2025 Q2 release , published July 22, 2025 : global commercial space economy plus government budgets , 2024 retrospective estimate $613B ; 7.8% YoY in 2024 , no matching multiyear CAGR supplied . This figure is an estimate. Its July 25, 2023 release reports $546B for 2022 , approximately $550B when rounded, and 8% YoY ; that is not 2025 data, and the 2022 estimate was subsequently revised.

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkweforum.org

    Space: The $1.8 Trillion Opportunity

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    World Economic Forum / McKinsey , Space: The $1.8 Trillion Opportunity , published April 8, 2024 , with definition and estimates and WEF growth summary : global space backbone plus reach activities in other industries ; 2023 estimate $630B , 2035 forecast approximately $1.8T ; 9% annual forecast growth, 2023–2035 , including inflation. This figure is an estimate. This is a different definition, year and forecast horizon from Novaspace, not the other endpoint of one series.

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkmckinsey.com

    definition and estimates

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    World Economic Forum / McKinsey , Space: The $1.8 Trillion Opportunity , published April 8, 2024 , with definition and estimates and WEF growth summary : global space backbone plus reach activities in other industries ; 2023 estimate $630B , 2035 forecast approximately $1.8T ; 9% annual forecast growth, 2023–2035 , including inflation. This figure is an estimate. This is a different definition, year and forecast horizon from Novaspace, not the other endpoint of one series.

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkweforum.org

    WEF growth summary

    Cited in: 7. Space Economy

    Citation context
    7. Space Economy

    World Economic Forum / McKinsey , Space: The $1.8 Trillion Opportunity , published April 8, 2024 , with definition and estimates and WEF growth summary : global space backbone plus reach activities in other industries ; 2023 estimate $630B , 2035 forecast approximately $1.8T ; 9% annual forecast growth, 2023–2035 , including inflation. This figure is an estimate. This is a different definition, year and forecast horizon from Novaspace, not the other endpoint of one series.

    Original claim: approximately $550–626B around 2025; CAGR 7–10%; $1–1.8T in 2035–40. Unverified estimate; source and methodology not confirmed. The related sources do not supply one coherent same-year range with that growth band.

    Disposition: retain the original as unverified; show Novaspace’s paired 2025 estimate and 2025–2034 forecast separately. Do not attach a historical or one-year growth rate to a different publisher’s forecast.

  • Web linkgartner.com

    information-security spending forecast

    Cited in: 8. Cybersecurity

    Citation context
    8. Cybersecurity

    Gartner , information-security spending forecast , published July 29, 2025 : worldwide end-user information-security spending , including network security, security services and security software; 2024 historical estimate $193.408B , 2025 forecast $213.025B , 2026 forecast $239.759B . This figure is an estimate. 12.5% growth for 2026 is YoY , not CAGR; no multiyear total-market CAGR is supplied. The approximately $240B forecast is 2026 . The site’s separate 2024 baseline remains correctly labeled.

    Original claim: approximately $160–240B around 2025; CAGR 8–20%; $590B–1.2T in 2040. Unverified estimate; source and methodology not confirmed. NIST zero-trust material provides category context, not market sizing.

    Disposition: retain the unverified range and the separately sourced 2024 Gartner baseline. The year correspondences are source-specific facts, not proof that those sources generated the old endpoints.

  • Web linkgartner.com

    earlier forecast vintage

    Cited in: 8. Cybersecurity

    Citation context
    8. Cybersecurity

    Gartner , earlier forecast vintage , published August 28, 2024 : the same named worldwide information-security spending categories, but a different forecast vintage; 2023 $162.115B , 2024 estimate $183.872B , 2025 forecast $211.552B , 15.1% 2025 YoY , no multiyear CAGR supplied . This figure is an estimate. The approximately $162B value is 2023 ; it must not be spliced with a later edition’s 2026 forecast to produce a 2025 range.

    Original claim: approximately $160–240B around 2025; CAGR 8–20%; $590B–1.2T in 2040. Unverified estimate; source and methodology not confirmed. NIST zero-trust material provides category context, not market sizing.

    Disposition: retain the unverified range and the separately sourced 2024 Gartner baseline. The year correspondences are source-specific facts, not proof that those sources generated the old endpoints.

  • Web linkmarketsandmarkets.com

    report TC 3485

    Cited in: 8. Cybersecurity

    Citation context
    8. Cybersecurity

    MarketsandMarkets , report TC 3485 , published June 2025 , corroborated by its July 2, 2025 publisher-issued release : global cybersecurity solutions plus professional/managed services ; 2025 forecast $227.59B , 2030 forecast $351.92B ; 9.1% forecast CAGR, 2025–2030 . This figure is an estimate. These are a paired alternative series; the original range and 2040 projection are not established.

    Original claim: approximately $160–240B around 2025; CAGR 8–20%; $590B–1.2T in 2040. Unverified estimate; source and methodology not confirmed. NIST zero-trust material provides category context, not market sizing.

    Disposition: retain the unverified range and the separately sourced 2024 Gartner baseline. The year correspondences are source-specific facts, not proof that those sources generated the old endpoints.

  • Web linkprnewswire.com

    July 2, 2025 publisher-issued release

    Cited in: 8. Cybersecurity

    Citation context
    8. Cybersecurity

    MarketsandMarkets , report TC 3485 , published June 2025 , corroborated by its July 2, 2025 publisher-issued release : global cybersecurity solutions plus professional/managed services ; 2025 forecast $227.59B , 2030 forecast $351.92B ; 9.1% forecast CAGR, 2025–2030 . This figure is an estimate. These are a paired alternative series; the original range and 2040 projection are not established.

    Original claim: approximately $160–240B around 2025; CAGR 8–20%; $590B–1.2T in 2040. Unverified estimate; source and methodology not confirmed. NIST zero-trust material provides category context, not market sizing.

    Disposition: retain the unverified range and the separately sourced 2024 Gartner baseline. The year correspondences are source-specific facts, not proof that those sources generated the old endpoints.

  • Web linkabiresearch.com

    global robotics outlook

    Cited in: 9. Robotics (Industrial + Service)

    Citation context
    9. Robotics (Industrial + Service)

    ABI Research , global robotics outlook : displayed publication July 31, 2025 ; underlying report PT-3774 dated July 22, 2025 . Global robotics hardware across industrial, collaborative, mobile, humanoid and exoskeleton categories; 2025 estimate approximately $50B , 2024 $45B , 2030 forecast $110.7B . This figure is an estimate. The page states 13.8%, rounded to 14% , with a 2024–2030 table label, but $45B to $110.7B over six years implies approximately 16.19% (audit calculation). The stated rate is internally inconsistent and is not accepted as verified. The current body also refers to CES 2026, so the displayed date is not an authenticated July 2025 snapshot. The public catalogue confirms the underlying report’s identity and coverage; its paid presentation was not accessed and does not independently resolve this numerical inconsistency here.

    Original claim: approximately $50–90B around 2025; CAGR 14–20%; $110–205B in 2030. Unverified estimate; source and methodology not confirmed. Hardware, total robot-system revenue, installations and supplier-sample unit sales are not interchangeable.

    Disposition: retain the unverified original figures. Attribute the broader Mordor estimate separately; seek underlying data or publisher clarification before using ABI’s precise growth rate.

  • Web linkabiresearch.com

    underlying report PT-3774

    Cited in: 9. Robotics (Industrial + Service)

    Citation context
    9. Robotics (Industrial + Service)

    ABI Research , global robotics outlook : displayed publication July 31, 2025 ; underlying report PT-3774 dated July 22, 2025 . Global robotics hardware across industrial, collaborative, mobile, humanoid and exoskeleton categories; 2025 estimate approximately $50B , 2024 $45B , 2030 forecast $110.7B . This figure is an estimate. The page states 13.8%, rounded to 14% , with a 2024–2030 table label, but $45B to $110.7B over six years implies approximately 16.19% (audit calculation). The stated rate is internally inconsistent and is not accepted as verified. The current body also refers to CES 2026, so the displayed date is not an authenticated July 2025 snapshot. The public catalogue confirms the underlying report’s identity and coverage; its paid presentation was not accessed and does not independently resolve this numerical inconsistency here.

    Original claim: approximately $50–90B around 2025; CAGR 14–20%; $110–205B in 2030. Unverified estimate; source and methodology not confirmed. Hardware, total robot-system revenue, installations and supplier-sample unit sales are not interchangeable.

    Disposition: retain the unverified original figures. Attribute the broader Mordor estimate separately; seek underlying data or publisher clarification before using ABI’s precise growth rate.

  • Web linkmordorintelligence.com

    robotics-market report

    Cited in: 9. Robotics (Industrial + Service)

    Citation context
    9. Robotics (Industrial + Service)

    Mordor Intelligence , robotics-market report : updated July 23, 2026 (original publication date unverified); global industrial/service robot-platform revenue , including hardware, software, integration and RaaS, excluding separately purchased sensors, generic software licenses and unrelated machinery; 2025 estimate $73.64B , 2026 estimate $88.27B , 2031 forecast $218.56B ; publisher-stated 19.86% forecast CAGR, 2026–2031 . This figure is an estimate. The displayed 2026 and 2031 endpoints imply approximately 19.88% over five years (audit calculation); the source’s 19.86% precision is not independently reproduced. The near-$90B figure is 2026 , and this broader scope differs from ABI hardware. It does not prove the original $50–90B range or 2030 projection.

    Original claim: approximately $50–90B around 2025; CAGR 14–20%; $110–205B in 2030. Unverified estimate; source and methodology not confirmed. Hardware, total robot-system revenue, installations and supplier-sample unit sales are not interchangeable.

    Disposition: retain the unverified original figures. Attribute the broader Mordor estimate separately; seek underlying data or publisher clarification before using ABI’s precise growth rate.

  • Web linkifr.org

    World Robotics 2025 industrial release

    Cited in: 9. Robotics (Industrial + Service)

    Citation context
    9. Robotics (Industrial + Service)

    IFR , World Robotics 2025 industrial release , published September 25, 2025 : worldwide industrial-robot installations , 542,000 units in 2024 ; 2025 forecast 575,000 , approximately 6% YoY , not a market-value CAGR. Its World Robotics 2025 service-robot release , published October 7, 2025 , reports 2024 supplier-sample unit sales based on 294 service-robot suppliers and explicitly does not extrapolate the sample to the entire industry. Sample composition changes each year, and IFR discourages comparisons across report editions. These are adoption measures; neither establishes a combined industrial/service revenue total or revenue CAGR.

    Original claim: approximately $50–90B around 2025; CAGR 14–20%; $110–205B in 2030. Unverified estimate; source and methodology not confirmed. Hardware, total robot-system revenue, installations and supplier-sample unit sales are not interchangeable.

    Disposition: retain the unverified original figures. Attribute the broader Mordor estimate separately; seek underlying data or publisher clarification before using ABI’s precise growth rate.

  • Web linkifr.org

    World Robotics 2025 service-robot release

    Cited in: 9. Robotics (Industrial + Service)

    Citation context
    9. Robotics (Industrial + Service)

    IFR , World Robotics 2025 industrial release , published September 25, 2025 : worldwide industrial-robot installations , 542,000 units in 2024 ; 2025 forecast 575,000 , approximately 6% YoY , not a market-value CAGR. Its World Robotics 2025 service-robot release , published October 7, 2025 , reports 2024 supplier-sample unit sales based on 294 service-robot suppliers and explicitly does not extrapolate the sample to the entire industry. Sample composition changes each year, and IFR discourages comparisons across report editions. These are adoption measures; neither establishes a combined industrial/service revenue total or revenue CAGR.

    Original claim: approximately $50–90B around 2025; CAGR 14–20%; $110–205B in 2030. Unverified estimate; source and methodology not confirmed. Hardware, total robot-system revenue, installations and supplier-sample unit sales are not interchangeable.

    Disposition: retain the unverified original figures. Attribute the broader Mordor estimate separately; seek underlying data or publisher clarification before using ABI’s precise growth rate.

  • CSVDEX Research · Hosted file

    Download data (CSV)

    Cited in: Article downloads

    Citation context
    Article downloads

    Download data (CSV)

ARTICLE · 2026-08-21The Pharmaceutical Industry: History, Structure, and Challenges26 materials

Read the article & original appendix Link to this collection

Article evidence notes

These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

  • Web linkbayer.com

    Bayer: The History of Bayer — current timeline

    Cited in: 1. Late 19th Century - 1930s: From Dye Workshops to Chemical Synthesis (Disorderly Emergence)

    Citation context · 3 locations
    1. Late 19th Century - 1930s: From Dye Workshops to Chemical Synthesis (Disorderly Emergence)

    Bayer is one example of the connection between synthetic-dye manufacturing and pharmaceutical development. Its company history records a pharmaceutical department in 1888 and the launch of Aspirin in 1899. Bayer joined I.G. Farben in 1925. This company account illustrates one path into pharmaceuticals; it does not establish a single origin for the whole industry or the absence of clinical investigation in that period.

    Plant Extraction and Accidental Discovery.

    Source notes and primary materials

    Bayer: The History of Bayer — current timeline — the current company history was inspected and supports the scoped dye-business, pharmaceutical-department, Aspirin, and 1925 merger example. It is a separate verified destination; the original blocked historical URL remains labelled below.

    Reference review: 2026-10-03 . The accompanying Pharmaceutical Manufacturing working note is a reading list, not an independently verified market dataset. The claim-level sources above are distinguished from research portals, commercial databases, and publication homepages below. Unverified figures have been removed rather than attributed to the note; an accessible homepage does not verify a particular drug, trial, article, or statistic.

    Links contained in the Pharmaceutical Manufacturing research note

    Current Bayer history timeline — separately inspected company history used for the scoped historical example above; this is a verified current destination, distinct from the original reference.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • CSVDEX Research · Hosted file

    Prescription medicine sales by region — data (CSV)

    Cited in: Prescription medicine sales by region

    Citation context
    Prescription medicine sales by region

    Download data (CSV)

    Global retail and hospital prescription medicine sales at ex-manufacturer prices. Regional sales destinations, not manufacturers' headquarters or company market shares.

    Worldwide, grouped by sales market · Share of prescription medicine sales value (%)

    Europe includes Belarus, Turkey, Russia and Ukraine. Other Asia excludes China and Japan. Values retain the publisher's one-decimal rounding. This is a geographic sales split, not a vendor ranking or total healthcare spending.

  • PDFefpia.eu

    EFPIA / IQVIA MIDAS — The Pharmaceutical Industry in Figures — Key Data 2026

    Cited in: Prescription medicine sales by region

    Citation context
    Prescription medicine sales by region

    Source: EFPIA / IQVIA MIDAS — The Pharmaceutical Industry in Figures — Key Data 2026 (2026). Reviewed 2026-09-29.

    Global retail and hospital prescription medicine sales at ex-manufacturer prices. Regional sales destinations, not manufacturers' headquarters or company market shares.

    Worldwide, grouped by sales market · Share of prescription medicine sales value (%)

    Europe includes Belarus, Turkey, Russia and Ukraine. Other Asia excludes China and Japan. Values retain the publisher's one-decimal rounding. This is a geographic sales split, not a vendor ranking or total healthcare spending.

  • Web linkfda.gov

    FDA: Frances Oldham Kelsey and the thalidomide application

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    FDA: Frances Oldham Kelsey and the thalidomide application — supports the opening history; it does not establish an exact modern industry-wide R&D cost.

    Reference review: 2026-10-03 . The accompanying Pharmaceutical Manufacturing working note is a reading list, not an independently verified market dataset. The claim-level sources above are distinguished from research portals, commercial databases, and publication homepages below. Unverified figures have been removed rather than attributed to the note; an accessible homepage does not verify a particular drug, trial, article, or statistic.

  • PDFgovinfo.gov

    Kefauver–Harris Drug Amendments, Public Law 87-781 (1962)

    Cited in: Source notes and primary materials

    Citation context · 2 locations
    Source notes and primary materials

    Kefauver–Harris Drug Amendments, Public Law 87-781 (1962) — approved October 10, 1962, 76 Stat. 780–796. The original U.S. statute supports the safety/effectiveness and clinical-investigation history; it is not a global law. The 17-page scan ends on a shared page that also begins unrelated Public Law 87-782; that next law is not evidence for drug regulation.

    Reference review: 2026-10-03 . The accompanying Pharmaceutical Manufacturing working note is a reading list, not an independently verified market dataset. The claim-level sources above are distinguished from research portals, commercial databases, and publication homepages below. Unverified figures have been removed rather than attributed to the note; an accessible homepage does not verify a particular drug, trial, article, or statistic.

    View or download the supplied original

    Open PDF in a new tab Download original PDF Publisher's copy

    Kefauver–Harris Drug Amendments (1962)

    Original PDF · U.S. Government Publishing Office, 17 pages

    If the preview is unavailable in your browser, use “Open PDF in a new tab” above.

  • Web linkpfizer.com

    Pfizer: company history

    Cited in: Source notes and primary materials

    Citation context · 2 locations
    Source notes and primary materials

    Pfizer: company history — self-authored company account of 1941 penicillin-production efforts and 1944 mass production using deep-tank fermentation; not an independent industry-wide history.

    Reference review: 2026-10-03 . The accompanying Pharmaceutical Manufacturing working note is a reading list, not an independently verified market dataset. The claim-level sources above are distinguished from research portals, commercial databases, and publication homepages below. Unverified figures have been removed rather than attributed to the note; an accessible homepage does not verify a particular drug, trial, article, or statistic.

    Links contained in the Pharmaceutical Manufacturing research note

    Pfizer company history — the same company-authored account cited above, not a second independent historical source.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkcencora.com

    Cencora: AmerisourceBergen becomes Cencora

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    Cencora: AmerisourceBergen becomes Cencora — official August 30, 2023 release confirming the completed name and ticker change; supports the naming claim only.

    Reference review: 2026-10-03 . The accompanying Pharmaceutical Manufacturing working note is a reading list, not an independently verified market dataset. The claim-level sources above are distinguished from research portals, commercial databases, and publication homepages below. Unverified figures have been removed rather than attributed to the note; an accessible homepage does not verify a particular drug, trial, article, or statistic.

  • PDFDEX Research · Hosted file

    Kefauver–Harris Drug Amendments (1962)

    Cited in: View or download the supplied original

    Citation context
    View or download the supplied original

    Open PDF in a new tab Download original PDF Publisher's copy

    Kefauver–Harris Drug Amendments (1962)

    Original PDF · U.S. Government Publishing Office, 17 pages

    If the preview is unavailable in your browser, use “Open PDF in a new tab” above.

  • Web linkaccessdata.fda.gov

    Drugs@FDA

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    Drugs@FDA — official search portal and direct destination of the note’s search link; no particular drug result or approval was verified by checking its homepage.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkcde.org.cn

    China’s CDE

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    China’s CDE — official NMPA Center for Drug Evaluation research portal; use a specific notice or review record for a claim-level citation.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkema.europa.eu

    European Medicines Agency

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    European Medicines Agency — redirects to the official English homepage; an institutional research lead, not a specific medicine or regulatory decision.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkclinicaltrials.gov

    ClinicalTrials.gov

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    ClinicalTrials.gov — official NLM trial-search and registration portal. Registration is not proof of efficacy or regulatory approval, and the U.S. government does not review or approve the safety and science of every listed study.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkchictr.org.cn

    Chinese Clinical Trial Registry

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    Chinese Clinical Trial Registry — trial-search and registration lead; no individual trial record or result was verified in this review.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkclinicaltrialsregister.eu

    EU Clinical Trials Register — legacy EudraCT records

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    EU Clinical Trials Register — legacy EudraCT records — retains EudraCT trials/results and specified third-country records. Ongoing EU/EEA trials are now displayed through CTIS: search for clinical trials . CTIS supplements the legacy register; it does not replace access to its historical records. Neither portal’s inclusion verifies a particular trial’s results.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkeuclinicaltrials.eu

    CTIS: search for clinical trials

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    EU Clinical Trials Register — legacy EudraCT records — retains EudraCT trials/results and specified third-country records. Ongoing EU/EEA trials are now displayed through CTIS: search for clinical trials . CTIS supplements the legacy register; it does not replace access to its historical records. Neither portal’s inclusion verifies a particular trial’s results.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkgo.drugbank.com

    DrugBank

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    DrugBank — commercial drug-data and biopharma-intelligence lead; no licensed dataset, individual molecule claim, or market figure was verified.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkguidetopharmacology.org

    IUPHAR/BPS Guide to Pharmacology

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    IUPHAR/BPS Guide to Pharmacology — target, ligand, and pharmacology research lead. Its homepage stated that registration is required to use the website; unrestricted access should not be assumed, and no registration was attempted.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkpubchem.ncbi.nlm.nih.gov

    PubChem

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    PubChem — NCBI chemical-information search portal; no specific compound record or scientific claim was verified by inspecting the homepage.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkdb.dxy.cn

    DXY Insight

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    DXY Insight — commercial research-database landing page with trial, registration, marketed-drug, and company-data modules; underlying licensed data and report figures were not inspected.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkfiercepharma.com

    FiercePharma

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    FiercePharma — news publication homepage, not a specific article or primary historical, scientific, or market source.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkfiercebiotech.com

    FierceBiotech

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    FierceBiotech — news publication homepage; a specific article and its underlying evidence are needed for a claim-level citation.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkendpts.com

    Endpoints News — original reference

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    Endpoints News — original reference — Content not confirmed in the 2026-10-03 review . The exact homepage returned HTTP 403; related event pages did not verify its content or provide an equivalent replacement. This access block does not establish deletion.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkbioworld.com

    BioWorld

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    BioWorld — direct publication destination of the note’s search link; no particular paid article or dataset was independently inspected.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linknlm.nih.gov

    NLM biography of Frances Oldham Kelsey

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    NLM biography of Frances Oldham Kelsey — supports the historical thalidomide-application and regulatory-career account. It does not establish that thalidomide has never subsequently been approved for any indication.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkbayer.com

    Bayer’s historical article — original reference

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    Bayer’s historical article — original reference — Content not confirmed in the 2026-10-03 review . Bayer’s bot-access block prevented inspection of this path; it is not established to be deleted.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

  • Web linkbayer.com

    Bayer homepage

    Cited in: Links contained in the Pharmaceutical Manufacturing research note

    Citation context
    Links contained in the Pharmaceutical Manufacturing research note

    Bayer homepage — redirects to the English corporate homepage; company context only, not evidence for a particular historical event.

    These are the note’s reading leads, not independent verification of every claim or an endorsement of paid databases. Destinations and scope were reviewed on 2026-10-03 . Two links that pointed through Google searches are shown as direct destinations; repeated references share the same underlying source. An unresolved access or content check does not establish that a link is dead.

    Regulation and trials:

    Scientific and commercial research:

    Historical reading:

ARTICLE · 2026-08-11Meta Reality Labs' $19.2B 2025 Loss: A VR/XR Industry Map9 materials

Read the article & original appendix Link to this collection

  • CSVDEX Research · Hosted file

    Global AR/VR headset shipment share — data (CSV)

    Cited in: Global AR/VR headset shipment share

    Citation context
    Global AR/VR headset shipment share

    Download data (CSV)

    AR/VR headset market tracked by IDC; consumer and commercial shipments. This is broader than VR alone.

    Worldwide · Share of headset unit shipments (%)

    Other is calculated as 100% minus the five published shares. Shipments are neither installed base nor retail sell-through or revenue. This historical 2024 snapshot is not a 2026 estimate. Do not mix it with Counterpoint's narrower VR-only estimate.

  • Web linkidc.com

    IDC — Growth Expected to Pause for AR/VR Headsets, according to IDC

    Cited in: Global AR/VR headset shipment share

    Citation context
    Global AR/VR headset shipment share

    Source: IDC — Growth Expected to Pause for AR/VR Headsets, according to IDC (2025-03-25). Reviewed 2026-09-29.

    AR/VR headset market tracked by IDC; consumer and commercial shipments. This is broader than VR alone.

    Worldwide · Share of headset unit shipments (%)

    Other is calculated as 100% minus the five published shares. Shipments are neither installed base nor retail sell-through or revenue. This historical 2024 snapshot is not a 2026 estimate. Do not mix it with Counterpoint's narrower VR-only estimate.

  • Web linkinvestor.atmeta.com

    Meta: fourth-quarter and full-year 2025 results

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    Meta: fourth-quarter and full-year 2025 results — source for Reality Labs’ 2025 segment operating loss ; the release’s segment table is unaudited . It is not a headset unit count or company-wide net loss.

    The supplied China Mobile Research Institute VR/AR Product Development Status and Trend report dates from November 2022 . An original publisher-hosted URL was not verified, so it is recorded here bibliographically rather than linked to an unlicensed copy or used to justify a 2026 market-share claim. The Goertek and Luxshare reports likewise cannot substitute for a defined current shipment survey.

  • PDFeng.utah.edu

    Sutherland, The Ultimate Display (1965): University of Utah-hosted reproduction (PDF)

    Cited in: Source notes and primary materials

    Citation context · 2 locations
    Source notes and primary materials

    Ivan Sutherland, The Ultimate Display (1965) — a University of Utah-hosted reproduction of the historical paper, which cites Proceedings of IFIP Congress , pp. 506–508 (1965). It supports an interactive-display vision, not a 2026 product or market forecast, and is not an original publisher-hosted file.

    The supplied China Mobile Research Institute VR/AR Product Development Status and Trend report dates from November 2022 . An original publisher-hosted URL was not verified, so it is recorded here bibliographically rather than linked to an unlicensed copy or used to justify a 2026 market-share claim. The Goertek and Luxshare reports likewise cannot substitute for a defined current shipment survey.

    Supplied documents and reproductions

    Sutherland, The Ultimate Display (1965): University of Utah-hosted reproduction (PDF) .

    The following links open company-hosted filings, filings on the company’s disclosure platform, or the university-hosted reproduction identified below. They are not copied to this website while redistribution rights remain unverified:

    The supplied 2022 China Mobile Research Institute VR/AR report is not offered here as a download because its publisher-hosted original and redistribution terms have not been confirmed.

  • Web linkgoertek.com

    Goertek investor relations: 2024 annual report

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    Goertek investor relations: 2024 annual report — company-wide filing supplied for manufacturing context; no brand-specific headset shipment claim is inferred.

    The supplied China Mobile Research Institute VR/AR Product Development Status and Trend report dates from November 2022 . An original publisher-hosted URL was not verified, so it is recorded here bibliographically rather than linked to an unlicensed copy or used to justify a 2026 market-share claim. The Goertek and Luxshare reports likewise cannot substitute for a defined current shipment survey.

  • Web linkir.luxshare-ict.com

    Luxshare Precision investor relations: 2025 annual report and Q1 2026 report

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    Luxshare Precision investor relations: 2025 annual report and Q1 2026 report — the current official financial-report directory lists the annual report on April 15, 2026 , and the Q1 report on April 29, 2026 . These are company-wide filings supplied for manufacturing context; the Q1 financial statements are unaudited , and neither report independently measures the entire VR market.

    The supplied China Mobile Research Institute VR/AR Product Development Status and Trend report dates from November 2022 . An original publisher-hosted URL was not verified, so it is recorded here bibliographically rather than linked to an unlicensed copy or used to justify a 2026 market-share claim. The Goertek and Luxshare reports likewise cannot substitute for a defined current shipment survey.

  • PDFgoertek.com

    Goertek, 2024 Annual Report: publisher-hosted PDF

    Cited in: Supplied documents and reproductions

    Citation context
    Supplied documents and reproductions

    Goertek, 2024 Annual Report: publisher-hosted PDF .

    The following links open company-hosted filings, filings on the company’s disclosure platform, or the university-hosted reproduction identified below. They are not copied to this website while redistribution rights remain unverified:

    The supplied 2022 China Mobile Research Institute VR/AR report is not offered here as a download because its publisher-hosted original and redistribution terms have not been confirmed.

  • PDFstatic.cninfo.com.cn

    Luxshare Precision, 2025 Annual Report (English): PDF on the company’s disclosure platform

    Cited in: Supplied documents and reproductions

    Citation context
    Supplied documents and reproductions

    Luxshare Precision, 2025 Annual Report (English): PDF on the company’s disclosure platform .

    The following links open company-hosted filings, filings on the company’s disclosure platform, or the university-hosted reproduction identified below. They are not copied to this website while redistribution rights remain unverified:

    The supplied 2022 China Mobile Research Institute VR/AR report is not offered here as a download because its publisher-hosted original and redistribution terms have not been confirmed.

  • PDFstatic.cninfo.com.cn

    Luxshare Precision, 2026 Q1 Report (Chinese): PDF on the company’s disclosure platform

    Cited in: Supplied documents and reproductions

    Citation context
    Supplied documents and reproductions

    Luxshare Precision, 2026 Q1 Report (Chinese): PDF on the company’s disclosure platform .

    The following links open company-hosted filings, filings on the company’s disclosure platform, or the university-hosted reproduction identified below. They are not copied to this website while redistribution rights remain unverified:

    The supplied 2022 China Mobile Research Institute VR/AR report is not offered here as a download because its publisher-hosted original and redistribution terms have not been confirmed.

ARTICLE · 2026-08-11Cybersecurity: An Industry Map From Network Defenses to Zero Trust39 materials

Read the article & original appendix Link to this collection

Article evidence notes

Reference review: 2026-10-03 . The accompanying Network Security document is a research reading list, not primary verification for the anonymous casino account or the removed market figures. The incident specifics remain unverified in public primary records. Access checks and topic matches do not independently verify every statement in a source.

These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

  • CSVDEX Research · Hosted file

    Modern endpoint security revenue share — data (CSV)

    Cited in: Modern endpoint security revenue share

    Citation context
    Modern endpoint security revenue share

    Download data (CSV)

    IDC modern endpoint security segment; not the whole cybersecurity market.

    Worldwide · Share of modern endpoint security revenue (%)

    IDC estimates reproduced on a vendor's official website. Other is the residual share of all remaining suppliers. Revenue share does not measure customer counts or product effectiveness. Historical 2024 snapshot.

  • Web linkmicrosoft.com

    IDC, reproduced by Microsoft — Microsoft ranked number one in modern endpoint security market share third year in a row

    Cited in: Modern endpoint security revenue share

    Citation context
    Modern endpoint security revenue share

    Source: IDC, reproduced by Microsoft — Microsoft ranked number one in modern endpoint security market share third year in a row (2025-08-27). Reviewed 2026-09-29.

    IDC modern endpoint security segment; not the whole cybersecurity market.

    Worldwide · Share of modern endpoint security revenue (%)

    IDC estimates reproduced on a vendor's official website. Other is the residual share of all remaining suppliers. Revenue share does not measure customer counts or product effectiveness. Historical 2024 snapshot.

  • Web linkcsrc.nist.gov

    NIST SP 800-207: Zero Trust Architecture (2020)

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    NIST SP 800-207: Zero Trust Architecture (2020) — August 2020 architectural guidance supplied with the working materials. This Special Publication defines a zero-trust approach; it is not a product certification, market-size dataset, or company-share ranking.

    Reference review: 2026-10-03 . The accompanying Network Security document is a research reading list, not primary verification for the anonymous casino account or the removed market figures. The incident specifics remain unverified in public primary records. Access checks and topic matches do not independently verify every statement in a source.

  • PDFmenlovc.com

    Menlo Ventures: Cybersecurity Market Map (2022)

    Cited in: Source notes and primary materials

    Citation context · 3 locations
    Source notes and primary materials

    Menlo Ventures: Cybersecurity Market Map (2022) — Menlo Ventures, 2022, 2 pages. A dated category/vendor map, not a revenue-share dataset, current ranking, or endorsement of the named vendors.

    Reference review: 2026-10-03 . The accompanying Network Security document is a research reading list, not primary verification for the anonymous casino account or the removed market figures. The incident specifics remain unverified in public primary records. Access checks and topic matches do not independently verify every statement in a source.

    View or download the supplied original

    The Menlo Ventures Cybersecurity Market Map PDF is a separate 2-page, 2022 category/vendor map, available directly from Menlo Ventures. It is not the 59-page NIST publication previewed above and does not report revenue shares. It is not hosted here because permission to redistribute that copyrighted PDF has not been established.

    Links contained in the Network Security research note

    Menlo Ventures: market map PDF — 2-page 2022 category/vendor map, not revenue shares or a current company ranking.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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  • Web linkcisa.gov

    CISA: Apache Log4j vulnerability advisory AA21-356A

    Cited in: Source notes and primary materials

    Citation context
    Source notes and primary materials

    CISA: Apache Log4j vulnerability advisory AA21-356A — archived primary advisory, revised December 23, 2021, supporting the historical software-library vulnerability example. Direct retrieval returned HTTP 403; its official-domain indexed text was inspected. The 2021 mitigation instructions should not be treated as current operational advice. This advisory is separate from the unresolved CISA guidance-page link in the reading list.

    Reference review: 2026-10-03 . The accompanying Network Security document is a research reading list, not primary verification for the anonymous casino account or the removed market figures. The incident specifics remain unverified in public primary records. Access checks and topic matches do not independently verify every statement in a source.

  • PDFDEX Research · Hosted file

    NIST SP 800-207: Zero Trust Architecture (2020)

    Cited in: View or download the supplied original

    Citation context
    View or download the supplied original

    Open PDF in a new tab Download original PDF Publisher's copy

    NIST SP 800-207: Zero Trust Architecture (2020)

    Original PDF · National Institute of Standards and Technology, 59 pages

    If the preview is unavailable in your browser, use “Open PDF in a new tab” above.

  • PDFnvlpubs.nist.gov

    NIST SP 800-207: Zero Trust Architecture (2020)

    Cited in: View or download the supplied original

    Citation context · 2 locations
    View or download the supplied original

    Open PDF in a new tab Download original PDF Publisher's copy

    NIST SP 800-207: Zero Trust Architecture (2020)

    Original PDF · National Institute of Standards and Technology, 59 pages

    If the preview is unavailable in your browser, use “Open PDF in a new tab” above.

    Links contained in the Network Security research note

    NIST SP 800-207 PDF — August 2020, 59 pages, architectural guidance; no market size, company-share ranking, or product certification.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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  • Web linkthehackernews.com

    The Hacker News: aquarium thermometer incident

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    The Hacker News: aquarium thermometer incident — April 16, 2018 retelling of then-Darktrace CEO Nicole Eagan’s anonymous casino account; not independent incident verification.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkentrepreneur.com

    Entrepreneur: casino thermometer account

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Entrepreneur: casino thermometer account — April 14, 2021 retelling citing a 2018 account of the same Darktrace story; not a second independent case or corroboration.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkprivacyinternational.org

    Privacy International: aquarium thermometer account

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Privacy International: aquarium thermometer account — April 15, 2018 summary of the same Darktrace conference account; does not independently identify the casino or confirm incident details.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcybermagazine.com

    Cyber Magazine: history of cybersecurity

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Cyber Magazine: history of cybersecurity — October 4, 2021 secondary overview. Its historical forecasts and broad “first” claims are not verified current market data or primary evidence of priority.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkhistoryofinformation.com

    History of Information: first computer virus

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    History of Information: first computer virus — Creeper history entry drawing on an earlier Wikipedia account; a secondary reading lead, not primary evidence for contested “first virus” terminology.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linken.wikipedia.org

    Wikipedia: Creeper and Reaper

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: Creeper and Reaper — encyclopedia synthesis for orientation and underlying references; not primary historical verification.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkkmccontrols.com

    KMC Controls: Creeper and Reaper

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    KMC Controls: Creeper and Reaper — July 1, 2024 vendor background article, itself citing a vendor explainer. Its “BBM” spelling is not evidence for the organization’s name; do not use it as a primary historical authority.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkatarimagazines.com

    Atari Magazine: Computer Viruses And The ST

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Atari Magazine: Computer Viruses And The ST — archive of George Woodside’s May 1990 START article about ST viruses and VKILLER. Historical descriptions and software advice retain their 1990 context.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkatarimania.com

    Atari Mania: ST Virus Killer

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Atari Mania: ST Virus Killer — legacy URL redirects to a catalogue entry attributing the program to 1991; does not establish the earliest antivirus product.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcarifred.com

    Carifred: UVK — Ultra Virus Killer for Windows

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Carifred: UVK — Ultra Virus Killer for Windows — modern product whose publisher dates its start to 2010. It is different from the historical Atari Ultimate Virus Killer and cannot substantiate an Atari-era antivirus claim.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linken.wikipedia.org

    Wikipedia: ESET NOD32

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: ESET NOD32 — encyclopedia product-history lead; inclusion does not verify a specific chronology or company metric.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkarchive.org

    Internet Archive: Malware Museum — original reference

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Internet Archive: Malware Museum — original reference — Content not confirmed in the 2026-10-03 review . The collection could not be retrieved or inspected; this does not establish deletion.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linken.wikipedia.org

    Wikipedia: G Data CyberDefense

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: G Data CyberDefense — encyclopedia company-history lead, not primary evidence for commercial-antivirus “firsts” or current company metrics.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linken.wikipedia.org

    Wikipedia: security-hacking incidents

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: security-hacking incidents — chronological reading list; specific incident claims require their underlying records.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcyber.tap.purdue.edu

    Purdue TAP: hackers of the 2000s

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Purdue TAP: hackers of the 2000s — August 27, 2024 historical overview; institutional hosting does not make a retrospective a primary incident record.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcofense.com

    Cofense: history of phishing

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Cofense: history of phishing — June 6, 2023 vendor-authored historical background, not original incident evidence.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

    Incident and industry background:

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linken.wikipedia.org

    Wikipedia: computer virus and worm timeline

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: computer virus and worm timeline — orientation and reference-finding only; the inspected page also carried a cleanup warning about entry noteworthiness.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcisa.gov

    CISA: Log4j guidance — original reference

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    CISA: Log4j guidance — original reference — Content not confirmed in the 2026-10-03 review . The exact guidance URL returned HTTP 403, and its content or current destination was not established. The separately cited AA21-356A advisory does not verify this specific page.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linken.wikipedia.org

    Wikipedia: Sony Pictures hack

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: Sony Pictures hack — encyclopedia background; specific incident and attribution claims require underlying official evidence.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linken.wikipedia.org

    Wikipedia: WannaCry attack

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Wikipedia: WannaCry attack — encyclopedia background, not a primary incident report or verified loss estimate.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkmordorintelligence.com

    Mordor Intelligence: cybersecurity market

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Mordor Intelligence: cybersecurity market — commercial report landing page with a 2026–2031 outlook at review. Its changing proprietary estimates do not restore the removed market figures; the paid report was not independently inspected.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkcloudflare.com

    Cloudflare: next-generation firewalls

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Cloudflare: next-generation firewalls — vendor-authored technical explanation of NGFW features; does not establish market share or product effectiveness.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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    Video references from the note (third-party material, not licensed for reuse here):

  • Web linkcybersecurityventures.com

    Cybersecurity Ventures / Cybercrime Magazine

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Cybersecurity Ventures / Cybercrime Magazine — publisher homepage and research-discovery lead, not a particular report or traceable dataset for a market number.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linksec.gov

    U.S. Securities and Exchange Commission

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    U.S. Securities and Exchange Commission — official research portal for filings and other materials; a specific filing is needed to substantiate an issuer’s financial or cybersecurity metric.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkibm.com

    IBM: a decade of global cyberattacks

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    IBM: a decade of global cyberattacks — Mike Elgan’s retrospective covering 2013–2023; background reading rather than original evidence for all incident figures it recounts.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkcsoonline.com

    CSO: Target breach timeline search — original reference

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    CSO: Target breach timeline search — original reference — Content not confirmed in the 2026-10-03 review . This is a search URL, not a verified direct article; neither the search page nor an underlying timeline was inspected.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkyoutu.be

    Video 1 — original reference

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Video 1 — original reference — Content not confirmed in the 2026-10-03 review . Title, channel, and topic remain unconfirmed after retrieval attempts; the video is not established to be deleted.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkyoutu.be

    Video 2 — original reference

    Cited in: Links contained in the Network Security research note

    Citation context
    Links contained in the Network Security research note

    Video 2 — original reference — Content not confirmed in the 2026-10-03 review . Title, channel, and topic remain unconfirmed after retrieval attempts; the video is not established to be deleted.

    These are the supplied note’s research and video links, reviewed for destination and scope on 2026-10-03 . They have not all been independently verified and should not be read as endorsements or claim-level primary evidence. An unresolved access or content check does not establish that a link is dead. Original references are retained so readers can distinguish them from any separately checked destination.

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  • Web linkyoutube.com

    Video 3: IBM Technology — Zero Trust Explained in 4 mins

    Cited in: Links contained in the Network Security research note

    Citation context
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    Video 3: IBM Technology — Zero Trust Explained in 4 mins — canonical same-ID page identifies IBM Technology, September 10, 2021, and a 3:42 runtime. Title, description, and chapter labels were inspected; the full audiovisual content and transcript were not independently reviewed. Educational reading lead only. Original short-link reference retained for provenance.

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