Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

Changes, page 13 of 55

Every substantive change to the register, newest first. Speaker events record what the people covered said or changed. Site events record what this site published, corrected, flagged, or withdrew. The two never share a label.

Substantive changes (10984)

Page 13 of 55: changes 2401 to 2600 of 10984, newest first. Dates are when the change was recorded.

  2. HeldBy this siteEd Zitron

    Held record wyea-power-cut-f6f050

    "unlikely" is hedged or probabilistic; one outcome does not score it; hedged language is not scored, even on a plain reading

  3. HeldBy this siteEd Zitron

    Held record wyea-power-cut-e4e59d

    a observation claim cannot be assessed on the causal_assessment axis

  4. Assessment publishedBy this siteEd Zitron

    Generative AI revenues are small and profits are non-existent.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-power-cut-d70623-2-a1.

  5. HeldBy this siteEd Zitron

    Held record wyea-power-cut-9873c9-2

    The final-text check failed: rationale_supported_by_evidence, citations_correct; overclaims: The annualized_or_realized field identifies a full-period measure; both evidence items remain projections, not realized outcomes. | The records found include further cash-burn projections, but those do not prove perpetual losses..

  6. HeldBy this siteEd Zitron

    Held record wyea-power-cut-948e45

    e1 measures something else (period 2026-02-27..2026-02-27 is not 2025-03-03..2026-03-03); it can only be context unless it is derived with stated inputs

  7. HeldBy this siteEd Zitron

    Held record wyea-power-cut-8870cc

    hedged language is not scored, even on a plain reading

  8. HeldBy this siteEd Zitron

    Held record wyea-power-cut-5e34c5

    e4 is decisive for a financial claim but states no metric scope

  9. HeldBy this siteEd Zitron

    Held record wyea-power-cut-45e491

    The two reviews differ: anthropic historical_observation/not_applicable/unresolved, openai historical_observation/not_applicable/contradicted.

  10. HeldBy this siteEd Zitron

    OpenAI has no path to profitability, which guarantees it will need more cash.

    The final-text check failed: rationale_supported_by_evidence; overclaims: No decisive event, such as sustained profit or a collapse, has happened by the evaluation date..

  11. Assessment publishedBy this siteEd Zitron

    The absence of tech unions to protect against generative-AI-driven layoffs contributes to anxiety among tech workers.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-post-bull-depression-ff9cfd-a1.

  12. HeldBy this siteEd Zitron

    Held record wyea-post-bull-depression-114b6f

    The openai review found the criteria unfair to the speaker's words.

  13. HeldBy this siteEd Zitron

    At some point AI companies like OpenAI and Anthropic will have to raise prices or begin to collapse, because the technology has no path to profitability.

    The final-text check failed: rationale_supported_by_evidence; overclaims: API token prices were unchanged or falling, and most reports say ChatGPT Plus stayed at $20. | A documented broad, cost-driven price increase for comparable service by OpenAI or Anthropic, or clear financial distress or collapse, would support it..

  14. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-f5b56f

    The anthropic review does not accept e7 as contradicts.

  15. Assessment publishedBy this siteEd Zitron

    Generative AI is not getting much more efficient.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-pop-culture-da2da3-a1.

  16. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-d6520c

    e1 measures something else (company NVIDIA is not Any company selling or using generative AI); it can only be context unless it is derived with stated inputs; e2 measures something else (company NVIDIA is not Any company selling or using generative AI); it can only be context unless it is derived with stated inputs

  17. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-d610dd

    The openai review found the criteria unfair to the speaker's words.

  18. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-ba1c23

    The final-text check failed: rationale_supported_by_evidence, citations_correct; overclaims: The freelance paper is a working paper based on one platform. | The paper's availability date conservatively uses the end of its June hosting month; the Census date uses the page's stated revision date..

  19. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-b1290d

    a normative claim cannot be assessed on the historical_observation axis

  20. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-addcbf

    The anthropic review found the criteria unfair to the speaker's words.

  21. HeldBy this siteEd Zitron

    Generative AI will not change the jobs market because it can't do many jobs and is mediocre at what it can do.

    The final-text check failed: rationale_supported_by_evidence; overclaims: But it reports that employment of workers aged 22–25 in AI-exposed jobs is 19% below its trend, a gap that has been widening..

  22. Assessment publishedBy this siteEd Zitron

    Generative AI cannot do much more than it currently does, beyond doing it faster with new inputs.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-pop-culture-a52dc0-a1.

  23. HeldBy this siteEd Zitron

    Generative AI is peaking or has already peaked.

    The final-text check failed: rationale_supported_by_evidence; overclaims: Later breakthroughs would address the adjacent capability-ceiling forecast, but do not meet this observation's target-period requirement..

  24. HeldBy this siteEd Zitron

    Generative AI does not really automate many tasks.

    The final-text check failed: rationale_supported_by_evidence; overclaims: The evidence establishes meaningful automation and broad text-task capability, but it does not measure how many kinds of work were reliably automated in April–June 2024..

  25. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-953107

    The final-text check failed: rationale_supported_by_evidence; overclaims: By October 2026 no generative-AI system had been independently verified or broadly accepted as AGI. | The Microsoft–OpenAI expert-panel process exists, but no ruling was found. | Since AGI has not arrived, the claim is not contradicted. | Shows that a formal verification route for AGI exists..

  26. HeldBy this siteEd Zitron

    The adaptability, judgment and responsibility of human creative workers cannot be trained into AI via datasets.

    The final-text check failed: rationale_supported_by_evidence; overclaims: Despite the earlier screen, the combined claim lacks a sufficiently clear empirical test..

  27. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-0ff1d3

    e1 measures something else (company OpenAI is not Any company selling generative AI products or infrastructure); it can only be context unless it is derived with stated inputs; e2 measures something else (company Microsoft is not Any company selling generative AI products or infrastructure); it can only be context unless it is derived with stated inputs; e3 measures something else (company NVIDIA is not Any company selling generative AI products or infrastructure); it can only be context unless it is derived with stated inputs

  28. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-063fd1

    e1 measures something else (company NVIDIA is not Any company selling or using generative AI); it can only be context unless it is derived with stated inputs; e2 measures something else (company NVIDIA is not Any company selling or using generative AI); it can only be context unless it is derived with stated inputs; e3 measures something else (company Microsoft is not Any company selling or using generative AI); it can only be context unless it is derived with stated inputs

  29. HeldBy this siteEd Zitron

    Held record wyea-pop-culture-0345d6

    The final-text check failed: citations_correct.

  30. HeldBy this siteEd Zitron

    If the AI bubble pops, the entire tech industry will suffer and venture capitalists will be washed out.

    Both reviews say forecast_outcome/open_horizon/unresolved; the drafted assessment says forecast_outcome/open_horizon/not_adjudicable.

  31. Assessment publishedBy this siteEd Zitron

    The past year's AI boom has produced few if any meaningful improvements to people's lives.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-peakai-9b4229-a1.

  32. HeldBy this siteEd Zitron

    Other than Klarna, the author can find no companies that have integrated generative AI in a way that has truly improved their bottom line.

    The final-text check failed: rationale_supported_by_evidence; overclaims: IBM's disclosure also does not isolate that effect..

  33. HeldBy this siteEd Zitron

    Held record wyea-peakai-833222

    Both reviews say forecast_outcome/elapsed/unresolved; the drafted assessment says forecast_outcome/open_horizon/unresolved.

  34. Assessment publishedBy this siteEd Zitron

    Hallucinations in generative AI models cannot be fixed and will not go away.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-peakai-5b807b-a1.

  35. HeldBy this siteEd Zitron

    Held record wyea-peakai-5a2415

    The anthropic review found the criteria unfair to the speaker's words.

  36. HeldBy this siteEd Zitron

    Held record wyea-peakai-49367f

    The anthropic review reads the claim differently.

  37. HeldBy this siteEd Zitron

    Held record wyea-peakai-33d235

    The openai review found the criteria unfair to the speaker's words.

  38. HeldBy this siteEd Zitron

    Held record wyea-peakai-25c3c7

    The final-text check failed: proposition_faithful.

  39. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-fb1743

    The openai review found the criteria unfair to the speaker's words.

  40. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-f18488

    The anthropic review found the criteria unfair to the speaker's words.

  41. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-e8422e

    The openai review reads the claim differently.

  42. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-e0b5d7

    e2 is decisive for a financial claim but states no metric scope; e3 is decisive for a financial claim but states no metric scope

  43. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-cc75ba

    e1 measures something else (metric Annual revenue and top-two-customer share of that revenue is not Annual revenue and Microsoft/NVIDIA share of that revenue); it can only be context unless it is derived with stated inputs; e2 measures something else (metric NVIDIA share of annual revenue is not Annual revenue and Microsoft/NVIDIA share of that revenue); it can only be context unless it is derived with stated inputs

  44. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-c9d1b9

    The openai review found the criteria unfair to the speaker's words.

  45. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-b04ab7

    The anthropic review found the criteria unfair to the speaker's words.

  46. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-9b418c

    The final-text check failed: excerpt_matches, proposition_faithful, conditions_shown.

  47. Assessment publishedBy this siteEd Zitron

    CoreWeave is set to lose $15 billion in 2025 on projected revenue of only $4.6 billion.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-optimistic-cowardice-97ee32-a1.

  48. Assessment publishedBy this siteEd Zitron

    AI benchmarks are easily gamed and often fail to show actual progress.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-optimistic-cowardice-966c32-a1.

  49. Assessment publishedBy this siteEd Zitron

    OpenAI will lose as much as $14 billion in 2025.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-optimistic-cowardice-96482e-a1.

  50. HeldBy this siteEd Zitron

    The end of tech hyper-growth will cause a massive valuation reckoning, tens of thousands of layoffs, and an unprecedented prolonged depression in Silicon Valley.

    Both reviews say forecast_outcome/open_horizon/unresolved; the drafted assessment says forecast_outcome/open_horizon/not_adjudicable.

  51. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-813620

    The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.

  52. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-798864

    e1 is dated 2025-03, which is not inside the period described (2022-11-30 to 2025-03-24); it can only be context

  53. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-717699

    The anthropic review reads the claim differently.

  54. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-624fb2

    The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.

  55. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-55094d

    hedged language is not scored, even on a plain reading

  56. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-48afa1

    The openai review found the criteria unfair to the speaker's words.

  57. Assessment publishedBy this siteEd Zitron

    CoreWeave's ability to keep paying its bills depends on, and is consumed by, its revenue from OpenAI.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-optimistic-cowardice-41973f-a1.

  58. Assessment publishedBy this siteEd Zitron

    Human-level AGI is totally theoretical and there is no proof it exists.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-optimistic-cowardice-3e71b8-a1.

  59. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-249326

    a observation claim cannot be assessed on the causal_assessment axis; hedged language is not scored, even on a plain reading

  60. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-1c9993

    The openai review found the criteria unfair to the speaker's words.

  61. HeldBy this siteEd Zitron

    Even if the OpenAI deal goes as planned, CoreWeave will burn $15 billion in 2025.

    Both reviews say forecast_outcome/elapsed/unresolved; the drafted assessment says forecast_outcome/elapsed/not_adjudicable.

  62. HeldBy this siteEd Zitron

    Held record wyea-optimistic-cowardice-0243d9

    The openai review found the criteria unfair to the speaker's words.

  63. Assessment publishedBy this siteEd Zitron

    OpenAI will kill Oracle.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-openai-projects-chatgpt-plus-subscriptions-to-drop-by-80-from-f82e02979571-48ee63-a1.

  64. HeldBy this siteEd Zitron

    Held record wyea-openai-projects-chatgpt-plus-subscriptions-to-drop-by-80-from-f82e02979571-2d31fa

    e1 is dated 2026, which is not inside the period described (2026-01-01 to 2026-04-28); it can only be context

  66. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-f1897c

    The openai review found the criteria unfair to the speaker's words.

  67. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-e3bb46

    The anthropic review found the criteria unfair to the speaker's words.

  68. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-ae690b

    hedged language is not scored, even on a plain reading

  69. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-8e2d4e

    The openai review found the criteria unfair to the speaker's words.

  70. Assessment publishedBy this siteEd Zitron

    OpenAI loses money on every single user.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-860b34-a1.

  71. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-7b4c70

    hedged language is not scored, even on a plain reading

  72. HeldBy this siteEd Zitron

    SoftBank's exposure to OpenAI is materially harming SoftBank.

    The final-text check failed: citations_correct.

  73. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-6a9968

    The openai review does not accept e4 as contradicts.

  74. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-65c056

    hedged language is not scored, even on a plain reading

  75. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-65460b

    hedged language is not scored, even on a plain reading

  76. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-60962a

    The openai review found the criteria unfair to the speaker's words.

  77. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-515dff

    e3 is dated 2025-04, which is not inside the period described (2025-02-27 to 2025-04-14); it can only be context

  78. Assessment publishedBy this siteEd Zitron

    OpenAI's owned-infrastructure costs will balloon due to its Stargate investment.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-49892b-a1.

  79. HeldBy this siteEd Zitron

    Held record wyea-openai-is-a-systemic-risk-to-the-tech-industry-2-253770

    The final-text check failed: rationale_supported_by_evidence, citations_correct; overclaims: METR's March 18, 2025 preprint compares historical models, including April 2024 GPT-4 Turbo and early-2025 systems, on software and reasoning tasks (e1). | Its measured improvements in task length, error recovery, and tool use contradict little meaningful capability progress, while leaving returns per dollar unmeasured..

  80. HeldBy this siteEd Zitron

    Held record wyea-openai-cfo-news-f0eee2

    The final-text check failed: citations_correct.

  81. HeldBy this siteEd Zitron

    OpenAI's gross margins in 2025 were worse than projected.

    The final-text check failed: citations_correct; overclaims: This directly supports the claimed shortfall on the company-defined investor-reporting measure..

  82. HeldBy this siteEd Zitron

    Held record wyea-on-nvidia-and-analyslop-f746c2

    The openai review doubts the attribution.

  83. Assessment publishedBy this siteEd Zitron

    About 36% of NVIDIA's FY2026 revenue came from two customers, which is peculiar and worrying.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-on-nvidia-and-analyslop-93eb01-a1.

  84. HeldBy this siteEd Zitron

    Held record wyea-on-nvidia-and-analyslop-878470

    The anthropic review reads the claim differently.

  85. Assessment publishedBy this siteEd Zitron

    OpenAI needs $655 billion over the next five years to pay its bills and loses billions of dollars a year.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-on-nvidia-and-analyslop-83fb6d-a1.

  86. HeldBy this siteEd Zitron

    Held record wyea-on-nvidia-and-analyslop-73b89b

    The openai review abstained.

  87. HeldBy this siteEd Zitron

    Held record wyea-on-nvidia-and-analyslop-53002e

    hedged language is not scored, even on a plain reading

  88. Assessment publishedBy this siteEd Zitron

    NVIDIA's announced $100 billion investment in OpenAI never really existed, was misleading, and is now effectively dead.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-on-nvidia-and-analyslop-4caba4-a1.

  89. Assessment publishedBy this siteEd Zitron

    NVIDIA's revenue from companies outside the Magnificent 7 continues to collapse.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-on-nvidia-and-analyslop-3f2567-a1.

  90. HeldBy this siteEd Zitron

    Held record wyea-on-nvidia-and-analyslop-09ff60

    hedged language is not scored, even on a plain reading

  91. Assessment publishedBy this siteEd Zitron

    OpenAI's $100 billion funding round is proving difficult and convoluted to raise.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-on-nvidia-and-analyslop-0734ca-a2.

  92. Assessment publishedBy this siteEd Zitron

    Microsoft's $454.7M revenue share in H1 2025 implies OpenAI revenue of at least $2.273B, about $2B below the reported $4.3B.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-docs-ff1918-a1.

  94. HeldBy this siteEd Zitron

    Held record wyea-oai-docs-d0a7ed

    The final-text check failed: citations_correct.

  95. HeldBy this siteEd Zitron

    Held record wyea-oai-docs-cb5824

    The anthropic review found the criteria unfair to the speaker's words.

  96. Assessment publishedBy this siteEd Zitron

    Microsoft received $493.8M in revenue share from OpenAI in 2024, implying OpenAI 2024 revenue of at least $2.469B, about $1.23B below reported figures.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-docs-cb309c-a1.

  97. HeldBy this siteEd Zitron

    Held record wyea-oai-docs-b5b2f9

    The anthropic review found the criteria unfair to the speaker's words.

  98. HeldBy this siteEd Zitron

    Held record wyea-oai-docs-9cffbb

    The final-text check failed: proposition_faithful, citations_correct.

  99. Assessment publishedBy this siteEd Zitron

    OpenAI spent $12.43B on Azure inference from 2024 through Q3 2025, nearly triple what was reported elsewhere.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-docs-96467e-a2.

  100. Assessment publishedBy this siteEd Zitron

    OpenAI spent $8.67 billion on inference with Azure from January through September 2025.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-docs-60e28f-a1.

  101. HeldBy this siteEd Zitron

    Held record wyea-oai-docs-3d17f1

    The anthropic review found the criteria unfair to the speaker's words.

  102. Assessment publishedBy this siteEd Zitron

    Microsoft's revenue share payments through September 2025 totalled $865.9M, implying OpenAI revenue of at least $4.329B.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-docs-0e42b1-a1.

  104. HeldBy this siteEd Zitron

    Held record wyea-oai-business-f98302

    hedged language is not scored, even on a plain reading

  105. HeldBy this siteEd Zitron

    Held record wyea-oai-business-eaa9ba

    The final-text check failed; overclaims: The announcement identifies the resulting operating company as OpenAI Group PBC, still controlled by the nonprofit..

  106. HeldBy this siteEd Zitron

    Held record wyea-oai-business-eaa9ba-2

    The openai review found the criteria unfair to the speaker's words.

  107. HeldBy this siteEd Zitron

    Held record wyea-oai-business-e4503c

    The openai review reads the claim differently.

  108. HeldBy this siteEd Zitron

    Held record wyea-oai-business-db8f4f

    The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.

  109. HeldBy this siteEd Zitron

    Held record wyea-oai-business-d909a6

    The final-text check failed: proposition_faithful.

  110. Assessment publishedBy this siteEd Zitron

    He can find no compelling evidence or historical comparison suggesting that OpenAI can sustain this growth, and he believes its growth is already stumbling.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-d746cd-a1.

  111. HeldBy this siteEd Zitron

    Held record wyea-oai-business-cceaa4

    The openai review reads the claim differently.

  112. Assessment publishedBy this siteEd Zitron

    After the steps he lists, including its next round and eventually going public, OpenAI will still need to raise more rounds of funding.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-ca0be6-a1.

  113. HeldBy this siteEd Zitron

    Held record wyea-oai-business-bff808

    the horizon on 2026-10-28 is open_horizon, not elapsed; hedged language is not scored, even on a plain reading

  114. Assessment publishedBy this siteEd Zitron

    Bulk price cuts by OpenAI only shrink thin margins or turn customers into loss centers.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-a141d1-a1.

  115. HeldBy this siteEd Zitron

    Held record wyea-oai-business-a046f3

    e1 measures something else (period 2024-10-02..2024-10-02 is not ?..?); it can only be context unless it is derived with stated inputs

  116. HeldBy this siteEd Zitron

    Held record wyea-oai-business-a046f3-2

    The openai review found the criteria unfair to the speaker's words.

  117. Assessment publishedBy this siteEd Zitron

    OpenAI's products are increasingly commoditized as big tech firms build competing models.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-969f42-a1.

  119. Assessment publishedBy this siteEd Zitron

    OpenAI currently spends $2.35 for every $1 of revenue.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-7dd7d0-a1.

  120. Assessment publishedBy this siteEd Zitron

    OpenAI is losing a huge amount of the talent it needs to build products people will pay for.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-7c3cc7-a1.

  121. HeldBy this siteEd Zitron

    Held record wyea-oai-business-726cdd

    the conclusive event e2 is not outcome evidence in the packet

  122. Assessment publishedBy this siteEd Zitron

    OpenAI's revenue goals depend almost entirely on ChatGPT Plus growth because its API business is small.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-6db38e-a1.

  123. HeldBy this siteEd Zitron

    Held record wyea-oai-business-5923c8

    e1 is decisive for a financial claim but states no metric scope

  124. Assessment publishedBy this siteEd Zitron

    OpenAI in its current form is unprofitable, unsustainable and untenable.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-48c2f0-a1.

  125. HeldBy this siteEd Zitron

    Held record wyea-oai-business-33481d

    e3 measures something else (period 2025-04-15..2025-04-15 is not 2024-10-02..2025-06-30); it can only be context unless it is derived with stated inputs

  126. HeldBy this siteEd Zitron

    Held record wyea-oai-business-2d5e25

    hedged language is not scored, even on a plain reading

  127. Assessment publishedBy this siteEd Zitron

    Generative AI is deeply unprofitable to run.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-29247a-a1.

  128. Assessment publishedBy this siteEd Zitron

    At the current cost of revenue, it will cost OpenAI more than $27 billion to reach $11.6 billion in revenue by the end of 2025.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-18d940-a2.

  129. Assessment publishedBy this siteEd Zitron

    Even a $2 ChatGPT Plus price increase and similar hikes on the Teams and Enterprise plans won't do much to stem OpenAI's losses.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-oai-business-1067c2-a2.

  130. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-f8a61c

    The openai review found the criteria unfair to the speaker's words.

  131. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-f6ad69

    The final-text check failed; overclaims: The first step, VCs being forced to stop, had not happened by the evaluation date..

  132. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-edc3c4

    The openai review found the criteria unfair to the speaker's words.

  133. Assessment publishedBy this siteEd Zitron

    In the same period as the OpenAI figures he cites, OpenAI spent $8.67 billion on inference.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-cef81b-a1.

  134. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-bc7a46

    the horizon on 2026-10-28 is open_horizon, not not_due

  135. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-ba9e8f

    e1 is decisive for a financial claim but states no metric scope

  136. Assessment publishedBy this siteEd Zitron

    A link in the debt-backed AI compute chain will break because little cashflow supports it.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-b7a442-a2.

  137. Assessment publishedBy this siteEd Zitron

    NVIDIA guarantees compute revenue for Lambda and CoreWeave, which they use to raise debt to buy more NVIDIA GPUs.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-b0a67b-a1.

  138. Assessment publishedBy this siteEd Zitron

    There was compelling evidence in 2022 that LLM scaling laws had limits and would hit diminishing returns, as Gary Marcus argued.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-9e87e2-a1.

  139. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-89beb2

    The two reviews differ: anthropic forecast_outcome/elapsed/supported, openai forecast_outcome/elapsed/unresolved.

  140. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-88dd02

    The anthropic review found the criteria unfair to the speaker's words.

  141. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-77c4e3

    hedged language is not scored, even on a plain reading

  142. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-744e87

    The final-text check failed: citations_correct.

  143. Assessment publishedBy this siteEd Zitron

    NVIDIA's stock has become a load-bearing entity in the US stock market.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-71af57-a1.

  144. Assessment publishedBy this siteEd Zitron

    There is not enough built data center capacity or power to deploy six million Blackwell GPUs.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-4e5252-a1.

  145. Assessment publishedBy this siteEd Zitron

    LLMs are limited, AI agents do not work, AI products are unreliable, coding LLMs make developers slower, and inference costs keep rising.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-232a76-a1.

  146. Assessment publishedBy this siteEd Zitron

    Because no competitor has caught up with CUDA, NVIDIA has a functional monopoly on AI GPUs.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-1cdc2c-a1.

  147. HeldBy this siteEd Zitron

    Held record wyea-nvidia-isnt-enron-so-what-is-it-169ca0

    The openai review found the criteria unfair to the speaker's words.

  148. Assessment publishedBy this siteEd Zitron

    The six million Blackwell GPUs NVIDIA says it shipped have not gone into powered, operating data centers.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-1338f2-a1.

  149. Assessment publishedBy this siteEd Zitron

    Nobody has made a profit from AI, and AI revenues are small.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-0c4f47-a1.

  150. Assessment publishedBy this siteEd Zitron

    H100 GPUs will, like A100s, fall to low rental prices as they age.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-nvidia-isnt-enron-so-what-is-it-0547b7-a1.

  151. Assessment publishedBy this siteEd Zitron

    If OpenAI hits $30bn revenue in 2026 at its Q1 margins, it would lose about $36.6bn in 2026.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-news-openai-had-a-negative-122-operating-margin-in-q1-2026-and-dcffa979509f-ef4f47-a2.

  152. HeldBy this siteEd Zitron

    Held record wyea-news-openai-had-a-negative-122-operating-margin-in-q1-2026-and-dcffa979509f-54008a

    The openai review found the criteria unfair to the speaker's words.

  153. HeldBy this siteEd Zitron

    Held record wyea-news-openai-had-a-negative-122-operating-margin-in-q1-2026-and-dcffa979509f-0d22ed

    The anthropic review does not accept e2 as supports.

  154. HeldBy this siteEd Zitron

    Held record wyea-news-openai-had-a-negative-122-operating-margin-in-q1-2026-and-dcffa979509f-0090d7

    hedged language is not scored, even on a plain reading; e2 measures something else (metric operating loss (including stock-based compensation) is not adjusted operating loss); it can only be context unless it is derived with stated inputs

  155. HeldBy this siteEd Zitron

    Held record wyea-news-microsoft-to-shift-github-copilot-users-to-token-based-bi-cddbe2b3f0c5-f5ef07

    The final-text check failed: rationale_supported_by_evidence, citations_correct; overclaims: ITPro's April 28 report described token-priced billing and quoted GitHub's product chief linking the previous week's restrictions to preparation for that transition [e3]..

  157. Assessment publishedBy this siteEd Zitron

    Microsoft's move to token-based billing reflects the significant cost of running models on any AI product.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-news-microsoft-to-shift-github-copilot-users-to-token-based-bi-cddbe2b3f0c5-3a5e17-a1.

  159. HeldBy this siteEd Zitron

    Held record wyea-news-microsoft-to-shift-github-copilot-users-to-token-based-bi-cddbe2b3f0c5-14b184

    The openai review found the criteria unfair to the speaker's words.

  160. Assessment publishedBy this siteEd Zitron

    Under GitHub Copilot's 7.5x multiplier, each Opus 4.7 request counts as 7.5 premium requests.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-news-microsoft-to-shift-github-copilot-users-to-token-based-bi-cddbe2b3f0c5-0a1d51-a2.

  161. HeldBy this siteEd Zitron

    Held record wyea-news-microsoft-disclosures-suggest-openai-sales-account-for-ar-8cff89a321eb-956340

    the result turns on our interpretation rather than the speaker's words, so it cannot be scored without a stated plain reading

  162. HeldBy this siteEd Zitron

    Held record wyea-news-microsoft-disclosures-suggest-openai-sales-account-for-ar-8cff89a321eb-6d71c9

    The final-text check failed: citations_correct.

  163. Assessment publishedBy this siteEd Zitron

    OpenAI's spend and revenue share accounted for about 7.26% of Microsoft's $331.8 billion FY26 revenue.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-news-microsoft-disclosures-suggest-openai-sales-account-for-ar-8cff89a321eb-6876ce-a1.

  164. HeldBy this siteEd Zitron

    Held record wyea-news-microsoft-disclosures-suggest-openai-sales-account-for-ar-8cff89a321eb-5b18ae-2

    e1 measures something else (metric Realized revenue growth from commercial AI products beyond sales to OpenAI: GitHub Copilot is not Realized revenue growth from commercial AI products beyond sales to OpenAI); it can only be context unless it is derived with stated inputs

  165. Assessment publishedBy this siteEd Zitron

    Microsoft has spent $261.3 billion in capital expenditures since the start of 2022.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-news-microsoft-disclosures-suggest-openai-sales-account-for-ar-8cff89a321eb-52e1da-a1.

  167. HeldBy this siteEd Zitron

    Held record wyea-news-anthropic-removes-pro-cc-ea99b2

    hedged language is not scored, even on a plain reading

  169. HeldBy this siteEd Zitron

    Held record wyea-news-anthropic-removes-pro-cc-41de23

    The openai review reads the claim differently.

  170. HeldBy this siteEd Zitron

    Held record wyea-news-anthropic-removes-pro-cc-06c592

    The final-text check failed: citations_correct.

  171. Assessment publishedBy this siteEd Zitron

    OpenAI's software is built upon the large-scale theft of creative works.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-never-forgive-them-fa0696-2-a1.

  172. HeldBy this siteEd Zitron

    Held record wyea-never-forgive-them-95fd46

    The openai review found the criteria unfair to the speaker's words.

  173. HeldBy this siteEd Zitron

    Held record wyea-never-forgive-them-4885a4

    The anthropic review does not accept e2 as supports.

  174. HeldBy this siteEd Zitron

    Held record wyea-never-forget-what-theyve-done-0ff333

    The openai review found the criteria unfair to the speaker's words.

  175. HeldBy this siteEd Zitron

    Held record wyea-never-forget-what-theyve-done-0af737

    The anthropic review found the criteria unfair to the speaker's words.

  176. HeldBy this siteEd Zitron

    Held record wyea-never-forget-what-theyve-done-0949ab

    The anthropic review reads the claim differently.

  177. Assessment publishedBy this siteEd Zitron

    Because LLMs require enormous compute and cash to train and maintain, most companies cannot compete at scale in the LLM market.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-monopoly-money-e3da27-a1.

  178. Assessment publishedBy this siteEd Zitron

    Microsoft, Google, Amazon and Meta monopolize AI infrastructure, through data centers and access to the GPUs needed to run models.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-monopoly-money-e2bc69-a1.

  179. HeldBy this siteEd Zitron

    Held record wyea-monopoly-money-acf4ee-3

    The final-text check failed: excerpt_matches.

  180. Assessment publishedBy this siteEd Zitron

    No private startup can afford to build and scale an LLM without the help of Google, Amazon or Microsoft.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-monopoly-money-a4a448-a2.

  181. Assessment publishedBy this siteEd Zitron

    If LLMs became useful, Google, Amazon and Microsoft would effectively control every product involving the technology.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-monopoly-money-a4a448-2-a1.

  183. HeldBy this siteEd Zitron

    Held record wyea-monopoly-money-7932cb

    The openai review found the criteria unfair to the speaker's words.

  184. HeldBy this siteEd Zitron

    Held record wyea-monopoly-money-7932cb-2

    The openai review found the criteria unfair to the speaker's words.

  185. Assessment publishedBy this siteEd Zitron

    OpenAI has no moat.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-fe076f-a1.

  186. Assessment publishedBy this siteEd Zitron

    ChatGPT, however popular, isn't a business and constantly loses money.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-fe076f-3-a1.

  187. Assessment publishedBy this siteEd Zitron

    OpenAI's models are hitting diminishing returns and have been for some time.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-fe076f-2-a1.

  188. HeldBy this siteEd Zitron

    Held record wyea-measures-f5ee04

    e4 is dated 2025-05, which is not inside the period described (2025-05-01 to 2025-05-27); it can only be context

  189. Assessment publishedBy this siteEd Zitron

    OpenAI needs more money than has ever been invested in a startup.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-b146ee-a2.

  190. HeldBy this siteEd Zitron

    Held record wyea-measures-846094

    the conclusive event e1 is not outcome evidence in the packet

  191. HeldBy this siteEd Zitron

    Held record wyea-measures-7eaad4

    The final-text check failed: citations_correct.

  192. Assessment publishedBy this siteEd Zitron

    After three years of generative AI, there is no notable consumer LLM product other than ChatGPT, whose momentum came from hype by press and markets that barely understood it.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-6fc43a-a1.

  194. HeldBy this siteEd Zitron

    Held record wyea-measures-576e2a

    The final-text check failed: citations_correct.

  195. Assessment publishedBy this siteEd Zitron

    OpenAI's operating costs are insane and its losses keep growing even as it commits to grand projects.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-measures-440bd9-a2.

  196. HeldBy this siteEd Zitron

    Held record wyea-measures-24de7b

    The two reviews differ: anthropic historical_observation/not_applicable/mixed, openai historical_observation/not_applicable/unresolved.

  197. Assessment publishedBy this siteEd Zitron

    OpenAI's technology doesn't seem to have a ton of mass-market use cases, and those use cases aren't really the kind of things people would pay for.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-make-fun-of-them-f9cc17-a2.

  198. Assessment publishedBy this siteEd Zitron

    SoftBank and Microsoft pay all of OpenAI's bills.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-make-fun-of-them-d6b75e-a2.

  199. Assessment publishedBy this siteEd Zitron

    OpenAI will make about $12.7 billion in revenue in 2025 but lose about $14 billion.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-make-fun-of-them-9324ca-a1.

  200. Assessment publishedBy this siteEd Zitron

    OpenAI will lower its prices to compete with other companies.

    First assessment published after both reviews and the final-text check passed.

    Assessment wyea-make-fun-of-them-8b2050-2-a1.