Autocorrect No. 03 · Oct. 14, 2026 · Read the issue

The record for this issue

Two claims overstated the work.

83 claims in the draft, each tested by a second agent against the page it cites. 78 held; 5 did not and were fixed or cut before this went out.

78 confirmed 3 wrong, fixed or cut 2 unsupported, fixed or cut
  1. 01
    title

    Bigger than the work.

    The page says “Framing only, no checkable fact; consistent with the two overstated corrections below”

    Ynetnews, at the passage · whole page

    confirmed
  2. 02
    dek

    Quoted phrase: "the Riemann hypothesis, cracked."

    The page says “Among the problems apparently cracked is the Riemann hypothesis, which concerns the distribution of prime numbers”

    Ynetnews, at the passage · whole page

    wrong
  3. 03
    dek

    Quoted phrase: Adobe's "entire suite."

    The page says “Developer says 'software is over' after using AI to recreate Adobe's entire Creative Cloud suite for free”

    TweakTown, at the passage · whole page

    wrong
  4. 04
    dek

    An alpha app (PhotoCraft) is what the headline called the entire suite

    The page says “Stage: alpha”

    PhotoCraft roadmap

    confirmed
  5. 05
    dek

    A result about where zeta's zeros aren't (zero-free region)

    The page says “Proves that every Dirichlet L-function, including ζ(s), is zero-free in Re s>7/8, resolving the quasi-Riemann hypothesis”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  6. 06
    dek

    Anthropic's 75% price cut

    The page says “On average, it now costs around 75% less to run”

    Anthropic, at the passage · whole page

    confirmed
  7. 07
    dek

    The 75% holds if your prompts are short

    The page says “priced 90% lower than Claude Haiku 4.5 for requests up to 100,000 tokens ... 50% lower for larger requests”

    Anthropic, at the passage · whole page

    confirmed
  8. 08
    summary

    Three AI claims from the past week (within 8-day window to Oct. 14)

    The page says “Ynetnews dated 2026-10-07; TweakTown Oct. 8, 2026; Anthropic October 7, 2026”

    Ynetnews, at the passage · whole page

    confirmed
  9. 09
    summary

    Topics: OpenAI's math manuscripts, a free Adobe-style app suite, Claude Haiku 5.5's price cut

    The page says “The apps are free, distributed under MIT and Apache 2.0 licences”

    TweakTown, at the passage · whole page

    confirmed
  10. 10
    art svg / art alt

    Art: small box, pink speech bubble marked SOLVED; alt text matches

    The page says “SVG contains a rect box with lines, a pink (#FFA3D1) speech-bubble path and text SOLVED; alt describes exactly this. Illustrates the headline's framing, not a factual claim”

    Ynetnews, at the passage · whole page

    confirmed
  11. 11
    The story

    Claims checked against OpenAI's catalogue, an open-source project's roadmap and Anthropic's price table

    The page says “Sources cited are openai/math CONTENTS/README, PhotoCraft ROADMAP.md and Anthropic's pricing table”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  12. 12
    The story

    Two made unfinished work sound finished; the third held up depending on what you send

    The page says “Stage: alpha (PhotoCraft); README: results at different stages of verification; Anthropic footnote: 90%/50% tiers”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  13. 13
    The correction

    Ynetnews said OpenAI's model apparently cracked the Riemann hypothesis

    The page says “Among the problems apparently cracked is the Riemann hypothesis”

    Ynetnews, at the passage · whole page

    confirmed
  14. 14
    The correction

    ...among solutions to 377 unsolved math problems

    The page says “OpenAI unveils solutions to 377 unsolved math problems in major AI breakthrough”

    Ynetnews, at the passage · whole page

    confirmed
  15. 15
    The correction

    Ynetnews, Oct. 7

    The page says “metadata 2026-10-07T17:27:24Z”

    Ynetnews

    confirmed
  16. 16
    The correction

    OpenAI posted 722 manuscripts

    The page says “published 722 preprints in a GitHub repository”

    Retraction Watch, at the passage · whole page

    confirmed
  17. 17
    The correction

    Posted on Oct. 6

    The page says “On October 6, OpenAI published 722 manuscripts (OpenAI post dateline October 6, 2026)”

    Let's Data Science, at the passage · whole page

    confirmed
  18. 18
    The correction

    Grouped into 372 families of results

    The page says “372 families of related results spread across 17 fields”

    Let's Data Science, at the passage · whole page

    confirmed
  19. 19
    The correction

    Unreleased model

    The page says “using an unreleased internal OpenAI model”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  20. 20
    The correction

    Model was given about 4,000 open problems

    The page says “roughly 4,000 open problems (README: the model was posed approximately 4,000 problems)”

    Let's Data Science, at the passage · whole page

    confirmed
  21. 21
    The correction

    None proves the Riemann hypothesis

    The page says “The 7/8 result is not the Riemann Hypothesis. (Catalogue's closest entry is 003, a zero-free half-plane.)”

    Let's Data Science, at the passage · whole page

    confirmed
  22. 22
    The correction

    RH: every nontrivial zero of zeta has real part 1/2

    The page says “all the 'non-obvious' zeros of the zeta function are complex numbers with real part 1/2”

    Clay Mathematics Institute, at the passage · whole page

    confirmed
  23. 23
    The correction

    Closest catalogue entry claims no zeros with real part above 7/8

    The page says “every Dirichlet L-function, including ζ(s), is zero-free in Re s>7/8”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  24. 24
    The correction

    A weaker statement OpenAI calls the quasi-Riemann hypothesis

    The page says “resolving the quasi-Riemann hypothesis”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  25. 25
    The correction

    OpenAI says results are at different stages of verification

    The page says “This collection includes results at different stages of verification”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  26. 26
    The correction

    On Oct. 7 OpenAI withdrew three manuscripts over a sign error

    The page says “a sign error invalidates a stabilization-trace cancellation argument (three manuscripts withdrawn; page dated October 7, 2026). RW: on Oct. 7, OpenAI announced the withdrawal”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  27. 27
    The correction

    ...and revised 14 others

    The page says “We have revised 14 other manuscripts with proof repairs”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  28. 28
    The correction

    Checking has started

    The page says “has withdrawn three of the manuscripts for errors”

    Retraction Watch, at the passage · whole page

    confirmed
  29. 29
    The correction

    Verdict: Wrong

    The page says “The 7/8 result is not the Riemann Hypothesis”

    Let's Data Science, at the passage · whole page

    confirmed
  30. 30
    The correction

    Near the famous problem, not on it

    The page says “zero-free in Re s>7/8”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  31. 31
    The correction

    Geometry and label: axis 0 at x=80, 1 at x=360, dashed line at x=220 (=1/2), pink band from x=325 (=7/8) labelled 7/8

    The page says “80+0.875*280=325; 80+0.5*280=220. Zero-free in Re s>7/8”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  32. 32
    The correction

    Alt text describes axis, dashed middle line with circles, pink band at 7/8

    The page says “Matches SVG elements”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  33. 33
    The correction

    RH puts every nontrivial zero on the line at real part 1/2

    The page says “with real part 1/2”

    Clay Mathematics Institute, at the passage · whole page

    confirmed
  34. 34
    The correction

    OpenAI's entry claims the band beyond 7/8 has none; says nothing about the space between

    The page says “zero-free in Re s>7/8”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  35. 35
    The correction

    A developer used AI to recreate Adobe's entire Creative Cloud suite, for free

    The page says “using AI to recreate Adobe's entire Creative Cloud suite for free”

    TweakTown, at the passage · whole page

    confirmed
  36. 36
    The correction

    TweakTown headline, Oct. 8

    The page says “October 8, 2026, 3:30 PM CDT”

    TweakTown, at the passage · whole page

    confirmed
  37. 37
    The correction

    The ArtCraft project released seven apps

    The page says “has released seven open-source applications designed to recreate Adobe's Creative Cloud suite; caption: seven ArtCraft creative tools”

    TweakTown, at the passage · whole page

    confirmed
  38. 38
    The correction

    Free and open-source

    The page says “The apps are free, distributed under MIT and Apache 2.0 licences”

    TweakTown, at the passage · whole page

    confirmed
  39. 39
    The correction

    Modeled on Adobe's apps

    The page says “PhotoCraft for Photoshop, VectorCraft for Illustrator, FilmCraft for Premiere Pro”

    TweakTown, at the passage · whole page

    confirmed
  40. 40
    The correction

    Built with Claude Opus 5.5, TweakTown reports

    The page says “all seven were built using Anthropic's Claude Opus 5.5 and written in Rust”

    TweakTown, at the passage · whole page

    confirmed
  41. 41
    The correction

    PhotoCraft is the Photoshop stand-in

    The page says “PhotoCraft for Photoshop (TweakTown does not link the storytold/photocraft repo; the roadmap measures itself against Photoshop 2026 and uses Opus 5.5 agent hours, consistent with it being the same app)”

    TweakTown, at the passage · whole page

    confirmed
  42. 42
    The correction

    Roadmap last updated Oct. 11

    The page says “Last updated: 2026-10-11”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  43. 43
    The correction

    Roadmap calls it alpha

    The page says “Stage: alpha”

    PhotoCraft roadmap

    confirmed
  44. 44
    The correction

    Oct. 10 re-measure: feature breadth about 76% of Photoshop

    The page says “2026-10-10: Full re-measure against Photoshop 2026 27.11.0 ...: breadth ~76%, ready ~45%, alpha”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  45. 45
    The correction

    Readiness for real work about 45%

    The page says “ready ~45%”

    PhotoCraft roadmap

    confirmed
  46. 46
    The correction

    The Oct. 10 re-measure included 56 of Photoshop's 68 tools

    The page says “Revision history 2026-10-11: Toolbox count 56 of 68 (12 missing) with the Convert Point tool (#3204)”

    PhotoCraft roadmap, at the passage · whole page

    wrong
  47. 47
    The correction

    Beta needs about 75%

    The page says “Beta needs ~75% ready and no blocking PSD gap”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  48. 48
    The correction

    First commit on Sept. 30

    The page says “2026-09-30: First commit”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  49. 49
    The correction

    Under two weeks from first commit to that point

    The page says “2026-09-30 first commit to 2026-10-10 re-measure = 10 days”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  50. 50
    The correction

    The project rates itself honestly; the headline didn't

    The page says “Honest assessment: ready for real work 25–35% (Oct. 5); Stage: alpha”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  51. 51
    The correction

    Verdict: Overstated

    The page says “breadth ~76%, ready ~45%, alpha”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  52. 52
    The correction

    Wide, not yet deep

    The page says “breadth ~76%, ready ~45%”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  53. 53
    The correction

    PhotoCraft against Photoshop, the project's own Oct. 10 re-measure

    The page says “2026-10-10: Full re-measure against Photoshop 2026”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  54. 54
    The correction

    76%

    The page says “breadth ~76%”

    PhotoCraft roadmap

    confirmed
  55. 55
    The correction

    45%

    The page says “ready ~45%”

    PhotoCraft roadmap

    confirmed
  56. 56
    The correction

    75%

    The page says “Beta needs ~75% ready”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  57. 57
    The correction

    The project's own estimates

    The page says “estimated: weighted by dimension below”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  58. 58
    The correction

    Readiness is its weighted score across several areas

    The page says “Ready for real work: estimated: weighted by dimension below (10 dimensions listed)”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  59. 59
    The correction

    Breadth counts features that exist in some form

    PhotoCraft roadmap

    unsupported
  60. 60
    The correction

    Haiku 5.5 costs around 75% less to run than Haiku 4.5

    The page says “On average, it now costs around 75% less to run”

    Anthropic, at the passage · whole page

    confirmed
  61. 61
    The correction

    Anthropic announcement, Oct. 7

    The page says “October 7, 2026”

    Anthropic, at the passage · whole page

    confirmed
  62. 62
    The correction

    90% cheaper per token for prompts up to 100,000 tokens

    The page says “priced 90% lower than Claude Haiku 4.5 for requests up to 100,000 tokens”

    Anthropic, at the passage · whole page

    confirmed
  63. 63
    The correction

    $0.10 per million input tokens against $1

    The page says “Input: $0.10 / $0.50 (Haiku 5.5); Haiku 4.5 Input: $1.00”

    Anthropic, at the passage · whole page

    confirmed
  64. 64
    The correction

    50% cheaper above that ($0.50)

    The page says “$0.50 / MTok for prompts over 100,000 tokens”

    Claude docs, at the passage · whole page

    confirmed
  65. 65
    The correction

    Anthropic's 75% is a blend

    The page says “On average ... footnote 2: 90% lower ... 50% lower for larger requests”

    Anthropic

    confirmed
  66. 66
    The correction

    About 90% of Haiku 4.5 requests were short

    The page says “On Haiku 4.5, 90% of requests fell into the former category”

    Anthropic, at the passage · whole page

    confirmed
  67. 67
    The correction

    The figure allows for the new tokenizer

    The page says “footnote: calculation accounts for the tokenizer change; Haiku 5.5 has an updated tokenizer”

    Anthropic, at the passage · whole page

    confirmed
  68. 68
    The correction

    Docs: same text counts as about 30% more tokens than Haiku 4.5

    The page says “the same text counts as approximately 30 percent more tokens than on Claude Haiku 4.5”

    Claude docs, at the passage · whole page

    confirmed
  69. 69
    The correction

    Short request costs about 87% less after 30% more tokens

    The page says “Arithmetic: 1.3 x $0.10 = $0.13 vs $1.00 = 87% less”

    Claude docs, at the passage · whole page

    confirmed
  70. 70
    The correction

    Long request costs about 35% less

    The page says “Arithmetic: 1.3 x $0.50 = $0.65 vs $1.00 = 35% less”

    Claude docs, at the passage · whole page

    confirmed
  71. 71
    The correction

    Batch requests take a further 50% off either tier, per Anthropic's documentation

    Claude docs

    unsupported
  72. 72
    The correction

    Verdict: Right, but

    The page says “On average ... around 75% less; tiers 90% / 50%”

    Anthropic

    confirmed
  73. 73
    The correction

    The cut shrinks for long prompts

    The page says “90% lower ... 50% lower for larger requests”

    Anthropic

    confirmed
  74. 74
    The correction

    Haiku 5.5 against Haiku 4.5, input tokens

    The page says “Input $0.10/$0.50 vs $1.00”

    Anthropic, at the passage · whole page

    confirmed
  75. 75
    The correction

    90%

    The page says “90% lower ... up to 100,000 tokens”

    Anthropic

    confirmed
  76. 76
    The correction

    50%

    The page says “50% lower for larger requests”

    Anthropic, at the passage · whole page

    confirmed
  77. 77
    The correction

    87% (our arithmetic)

    The page says “1.3 x 0.10 = 0.13 vs 1.00”

    Claude docs, at the passage · whole page

    confirmed
  78. 78
    The correction

    35% (our arithmetic)

    The page says “1.3 x 0.50 = 0.65 vs 1.00”

    Claude docs, at the passage · whole page

    confirmed
  79. 79
    The correction

    Output prices fall by the same shares

    The page says “Output: $0.50 / $2.50 vs Haiku 4.5 $5.00 = 90% / 50%”

    Anthropic, at the passage · whole page

    confirmed
  80. 80
    The correction

    Anthropic's 75% average assumes most requests are short

    The page says “On Haiku 4.5, 90% of requests fell into the former category”

    Anthropic, at the passage · whole page

    confirmed
  81. 81
    The checklist, item 1

    Name the exact result: a famous problem in a headline may stand in for a weaker one nearby

    The page says “Generic habit; matches Correction 1 (quasi-Riemann entry vs RH headline)”

    raw.githubusercontent.com, at the passage · whole page

    confirmed
  82. 82
    The checklist, item 2

    Readmes and roadmaps say alpha when headlines don't

    The page says “Stage: alpha (vs TweakTown headline); general habit”

    PhotoCraft roadmap, at the passage · whole page

    confirmed
  83. 83
    The checklist, item 3

    An average cut is computed from someone else's traffic

    The page says “On Haiku 4.5, 90% of requests fell into the former category”

    Anthropic, at the passage · whole page

    confirmed

The checker's notes

  • Window: every cited fact relied on is dated on or before 2026-10-14 (Ynetnews Oct 7, TweakTown Oct 8, Anthropic Oct 7, OpenAI Oct 6, LDS Oct 7, Retraction Watch Oct 8, history.md Oct 7, roadmap last updated Oct 11). OpenAI's post carries an Oct 15 update and the repo README now shows 719 manuscripts (post-withdrawal); the issue relies on neither. No ahead/what-to-watch section.
  • No compliance issues: AI product pricing only, no securities or market content.
  • No quotes over 14 words. The two dek quotes are flagged WRONG because they are not verbatim.

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