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When we get something substantively wrong, we fix it and log the fix here; small copyedits live in each article's revision history instead. Found an error? Use the "Report issue" button on the article (no account needed). So far we have received 2 reports and reviewed 1, taking a median of 4.8 days. 1 is waiting, the oldest since September 26, 2026. That is our record rather than a promise. See the verifiability policy for how checking works.

321 articles were corrected in the last 30 days. Every correction note and resolved report is listed below, newest first. A fix applied to several articles with the same note is shown once, listing each article; "See the change" opens that version in the article's revision history.

  1. editorial

    Remove "put these away" prompt and robots "visually confirm" claim (not in Figure's Helix post); 1,000 hours of human motion data trained System 0, not all of Helix 02; 35 DoF is Helix's action space, not Figure 02's total; add Helix 2.5

  2. editorial

    Inspection Lab membership figures (release: more than 40 companies; blog: 43) and new members list (adds Neurealm, Lyte AI); add Agility Digit 5 launch-partner note

  3. editorial

    Ford partnership date (May 2019, not a January 2020 agreement); add S-4 funding figures (Series C-3 terms, $395.8M raised through 2025, $100M SAFEs) and Digit 5 launch

  4. editorial

    Price (no list price; S-4 illustrative $200k or $8,500/month), total funding ($395.8M through 2025 plus $100M SAFEs, not ~$683M), Series C amount and $1.75B reported pre-money (not $2.1B), Cassie 2017, Digit v1 2019, GXO pilot Dec 2023, Amazon pilots; add Digit 5 and SPAC pointer

  5. editorial

    Verification fixes (removed derived E7 arithmetic and unsupported criticism; super app quarter; dead links)

  6. editorial

    Verification fixes (Home/Code rollout was announced, not begun; threat-signal figure 78 trillion at 2024 GA; Copilot Tasks migration announced; product naming; dead links)

  7. editorial

    The 17 March 2026 memo says Andreou keeps a dotted line to Suleyman, not the reverse

  8. editorial

    Verification fixes (Zigong contract wording, Weinig description, citations, reference date, links)

  9. editorial

    Verification fixes (bed-making threshold, consumer-date wording, links)

  10. editorial

    Verification fix (reference 52 title)

  11. editorial

    Verification fix (the S-4 was filed for the SPAC merger, not by Agility)

  12. editorial

    Verification fixes (SoftBank closed Boston Dynamics purchase in Feb 2018; full VLFM title; ethics-team citation)

  13. editorial

    Verification fixes (2025 panel included IBM; 2026 show not yet held; attendance attribution)

  14. editorial

    Verification fix (Ming-Omni was not the first Ming paper)

  15. editorial

    Verification fix (Crimson interview date wording)

  16. editorial

    Verification fixes (GPT-6 Astra voice was available from Sep 9; Sol/Luna from OpenAI post; added missing usage-limit rows)

  17. editorial

    Verification fix (third-party estimates did not keep rising)

  18. editorial

    Verification fixes (WIRED named Ray-Ban Meta; Incognito Chat was rolling out, not launched; attestation hard-coded items; WIRED paraphrase)

  19. editorial

    Founder biography was wrong (not Tianjin Foreign Studies/Concordia MBA/Shanghai-born; prospectus says Nanjing Forestry University wood-processing degree, Michael Weinig and Union Brother career); 760,000 robots was a 2020-H1 2023 period figure, not cumulative in 50 countries; NIO Walker S training was Feb 2024 not 2023; Walker S1 41-DoF/1.5 m/s and 2018 Walker 1.2 m/stairs unsourced, removed; Walker C is bipedal not wheeled; Cruzr/Una/Panda/Stormtrooper/education details not in cited sources, replaced; partner table rows unsourced (Audi leak test, FAW-VW S Lite, Foxconn S2), replaced; arXiv author was wrong; paper was not MPC; competitor table claims not in Omdia removed. Update: H1 2026 interim results table, Liuzhou 10,000-unit factory (Sep 12, 2026), capacity/cost targets with attribution, 2025-2026 orders incl. Airbus, Fenglong acquisition, extra placements, question headings converted.

  20. editorial

    Copilot in Windows shipped in a Windows 11 22H2 update, not 23H2; Prometheus was Microsoft's technique layer on an OpenAI model (GPT-4 confirmed 14 Mar 2023), and the 'one billion chats' claim was unsupported (500M+ chats in 90 days; 5B by Jan 2024); Copilot Vision Dec 2024 was a limited Pro preview, not public; Researcher got Claude Opus 4.1 only (Sonnet 4 + Opus 4.1 in Copilot Studio); Anthropic subprocessor enablement began 7 Jan 2026, not 6 Jan; Critique/Council came 30 Mar 2026 via Frontier (not the Anthropic Foundry post); Bayer/J&J/Mercedes/Roche 'committed to' 90,000+ seats; M365 Copilot add-on eligibility and Copilot Studio 'message packs' (Copilot Credits since 1 Sep 2025) fixed; Copilot Pro no longer sold since 1 Oct 2025; privacy commitments are 'support for' GDPR/ISO 27018/EU Data Boundary, not certifications; Recall timeline (Insider preview 22 Nov 2024, broad preview Apr 2025) and Beaumont claim resourced; Copilot+ PC spec is 16 GB DDR5/LPDDR5 not 'unified memory'; unverifiable GPT-4o-for-Voice, rebrand-reception, 'industry comparisons' and Apple/Gemini/ChatGPT price cells removed; several reference authors/URLs fixed; question headings converted. Update: 15M/20M/30M seat counts, consumer MAU figures, Microsoft 365 Premium, Copilot Fall Release/Mico, Copilot Health, Mar 2026 Andreou reorg, June 2026 MAI models, Aug 2026 unified app/rename, 25 Sep 2026 work-focused rebuild.

  21. editorial

    Leg Lab dates (CMU 1981-1986, MIT 1987-1995, not a 1986 move); Euisun Chung was Hyundai Motor Group chairman, not 'executive chair'; $1.1B valuation re-cited to the 2021 closing release; Stretch 16-hour figure not tied to a 'high-capacity battery'; Spot RL speed not 'on a track'; 2015 Atlas upgrade details per DARPA; RHex/SandFlea descriptions per company history; Playter departure and CEO transition dating. Update: RMAC opening (Sep 21 2026), 25,000-unit Hyundai/Kia Atlas plan (May 2026 investor session), SoftBank put option and HMG statement, reported SoftBank purchase of the RAI Institute, Spot 5.2, FieldAI, Dynamic Creatures, May 2026 Atlas design/training post, World Cup demo.

  22. editorial

    Removed unsourced 4-bit quantization/23x/60 W/sub-100 ms claims; curated logistics data was 1/3 LESS data (not 3x larger uncurated set); Sport Mode 20-50% was speedup vs policy, not vs demonstrators; two-robot demo used different prompts, not one shared prompt; invented example prompts replaced; RT-2 55B is PaLI-X not PaLM-E, 7-DoF mobile manipulator; pi0 runs up to 50 Hz (not 10) and uses no synthetic sim data; GR00T N1 2.2B, no Cosmos/Isaac Lab data; GR00T N1.7 is Apr 2026 not 2025; Figure 02 at BMW was a several-week 2024 trial (not early-2024 pilot), BMW program not documented as Helix; Figure 02 is bipedal (not mobile base); Figure 03 not a Helix 02 platform at launch; removed $20,000 price, Helix Lab, 'hardware was binding constraint'; lawsuit detail fixed. Update: Helix 2.5 (Sep 17 2026) with 30-home results table, Index, Nscale compute, perception-conditioned S0, living room/bedroom demos, 200-hour sorting run, F.03 at BMW, Catalyst Brands, dishwasher; question headings converted to noun headings.

  23. editorial

    2025 revenue was $1.78M per the S-4, not ~$37M; cumulative funding ~$396M, not ~$640M; Series A was led by Playground Global (not DCVC/ONAMI) and the $20M 2020 round was missing; Shelton became President in 2024 (not policy role); Manhattan Associates partnership was April 2024, not 2025; Klein and Johnson GXO quotes restored verbatim; PIPE had no named SoftBank participation; 'largest raise' attributed to TechCrunch, not Agility; removed unverifiable v2/v3 spec rows, walking-speed/runtime/competitor-spec claims and $250k price. Update: Digit 5 unveiling (Sep 15, 2026) with spec table, S-4 filing and SPAC timeline (Q4 2026 close, Nasdaq AGLT), NVIDIA Halos detail, Toyota RaaS, Fremont site, unit economics.

  24. editorial

    Hairer's post did not open with "a torrent of misinformation" (it opens by noting speculation; the phrase is in his next paragraph). Update: noted OpenAI's "Simons Institue" misspelling; corrected the record on TechCrunch's claim that De Lellis signed the Fields Medallists' letter; added The Information's Hodge conjecture report, the Decoder's Hodge claim (attributed), the endorser count on 25 Sep (8,001), status of agmai.org on 25 Sep, more from Wood's Crimson interview, Lazic's 24 Sep response, and a timeline.

  25. editorial

    Fixed wrong reference authors (refs 4, 5, 10, 11) and a wrong Windows Central title/date; Sky section was cited to an unrelated Nov 2025 article; Voice Engine does power ChatGPT's preset voices (page said it did not); misquoted Nov 2025 OpenAI announcement; free-tier limit was 'hours each day' not 'about two hours'; fallback was GPT-4o mini not Standard Voice; 'external review' remark was Altman's, not an OpenAI regional statement; EU rollout now cited to Euronews; replaced unfetchable Neowin ref with OpenAI release notes. Update: question headings to noun headings; added naming history, 2025 updates, GPT-Live (Jul 2026), Sep 9 and Sep 23 2026 voice updates (plugins, GPT-6 Astra/Sol/Luna, ChatGPT Work), usage limits table, Realtime API/gpt-realtime milestones.