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Corrections

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

    Yan Junjie graduated from Southeast University in June 2010 per MiniMax disclosures (not 2006); Zhou Yucong's background per MiniMax investor-relations page; M2.7 weights are public under a non-commercial license (not proprietary)

  2. editorial

    The Yandex N.V. divestment valued the Russian businesses at about $5.4 billion (not $5.2 billion), and the company had about 1,300 employees at closing (not 1,000); the cited Nebius release gives cash of about $2 billion, not $2.4 billion. Adds the July 15, 2024 closing release.

  3. editorial

    Grok 4.7 Fast is 1.5x (not 2x) the standard rates above 200k prompt tokens; server-side tool prices updated to the current pricing page; four links to non-existent pages removed

  4. editorial

    SpaceXAI silently changed its announcement page's Terminal-Bench 4.0 figure from 38.0% (launch, archived) to 37.6%; the article had presented it as an image-vs-page mismatch. Also: GPT-6 Sol added to the AA ranking context, gap to leaders 'six to seven points', Musk's Opus 5.0 quote, docs quote citation, reasoning-summary wording, XBOW and Not a Tesla App references fixed

  5. editorial

    Anthropic named Adaptyv Bio and Twist Bioscience as external evaluators for its earlier (Aug 18) binder campaign; the Sept 17 LSVP post published vetting criteria and named participants

  6. editorial

    H1 2026 revenue was SEK 263.5 million as reported (SEK 273 million is the constant-currency, non-IFRS figure); T-pod description, February 2026 valuation cut, NVIDIA blog wording, Lidl Germany date and a wrong Tesla link fixed; NVIDIA Hyperion rename noted

  7. editorial

    Per the HKEX prospectus the founding team is six people (not Tang and Li only), Zhang Bo is chief scientist (Tang is so described in Chinese media, and resigned as a director June 28, 2025), Wang Shaolan is deputy general manager with a master's degree (not President with a doctorate), Liu Debing was a research engineer at Technicolor (not an executive), concert party 33.03%/30.22% and Tang 6.66%/6.10% (not 36.97%/7.41%), the April 2025 filing was CSRC A-share tutoring (not a Hong Kong pre-filing); removed mislink of 'Atlas' to atlas_robot. Added GLM-5.3, GLM-5.3-Flash, July 2026 English name change, H1 2026 results.

  8. editorial

    Founding team is six people per the HKEX prospectus (not Tang and Li only); Zhang Bo is the prospectus chief scientist (Tang is so described in Chinese media); Tang's stake 6.66%/6.10% and concert party 33.03%/30.22% per prospectus (not 7.41%/36.97%); listed company is the same entity, not a parent, and 知识图谱科技 was wrong; nine (not ten) affiliated Zhipu entities on the Entity List; employees 883 (June 2025); fixed Tang Jie link that pointed to zhang_peng. Added GLM-5.3, GLM-5.3-Flash, GLM-5.3 custom license, July 2026 Z.AI Co., Ltd. English name, H1 2026 results; replaced uncited ref 39.

  9. editorial

    Nebius was not founded in 2023 and did not newly list on Nasdaq in late 2024. It is Yandex N.V. (incorporated 2004), renamed Nebius Group N.V. in August 2024; Nasdaq trading in its shares resumed on October 21, 2024 (Form 20-F for 2025).

  10. editorial

    Toloka was not spun out of Yandex in 2024. It stayed with Yandex N.V. (renamed Nebius Group N.V. in August 2024) and was spun off from the Nebius group in May 2025, per Nebius's 2025 Form 20-F.

  11. editorial

    Robotics section re-sourced from Humanoids Daily/MLQ.ai to Sam Altman's May 31, 2026 X post and Business Insider (Sept 18, 2026); removed an unsourced claim that OpenAI argued world models substitute for scarce robot data; replaced a hiring list not in the primary sources with Business Insider's figures; linked OpenAI Robotics.

  12. editorial

    OpenAI decided to end its robotics research in October 2020 (spokesperson statement to VentureBeat, July 16, 2021); the July 2021 date was when Zaremba disclosed it, not when the team was disbanded. Added a pointer to OpenAI Robotics (2026).

  13. editorial

    Bloomberg did not report a plan to publish weights that night (weights were already public on Aug 26); the tens-of-thousands wording was removed from the blog but remains on Z.ai developer docs. Also: launch-post revision table, Code Bench sourcing, citation and link fixes, FLA opt-in note

  14. editorial

    MiMo-V2.5 surpasses MiMo-V2-Pro (not V2-Flash) in agentic performance per Xiaomi; the UltraSpeed trial was extended and has since ended. Also: pricing framing, Claw-Eval attribution, quote wording

  15. editorial

    DSec section said the whole platform was Rust-based and that V4's interleaved thinking was tuned through DSec rollouts replacing simulated stubs; the V4 report names three Rust components and does not tie interleaved thinking to DSec. Added the Sep 19, 2026 DSec paper, the V4.1 agent-loop redesign and attributed density figures; repointed dead ref [5] (HF PDF deleted Jun 22, 2026) to arXiv; clarified interleaved-thinking rule.

  16. editorial

    BigCodeBench best score is Alice AI LLM 235B's 49.8 (bold moved); EduBench English added to the rows where rivals lead; benchmark datasets are gated; press coverage date fixed to 22 Sep

  17. editorial

    Yandex became self-sufficient in August 2002 (first dividend 2003), not profitable in 2003; YandexGPT powered Alice from 2023 to 2025; AliceAI-T5 was published on Habr on 11 Sep 2026. Also: EU's stated sanctions rationale added, legal-entity row sourcing fixed

  18. editorial

    Hyperion 10 was introduced at GTC Washington on 28 Oct 2025, not CES 2026; Hyperion 9 was first announced on DRIVE Atlan (NVIDIA revised it to Thor in Oct 2023); CES 2025 TUV assessment covered DRIVE AV software, ASIL-D pending. Update: Sept 2026 rename to NVIDIA Hyperion, Einride collaboration, Hyundai and Lucid-Bolt adopters.

  19. editorial

    The ~1 billion yuan April 2026 round was not the Series A+ (the A+ was the 1.5 billion yuan June 2026 round). Update: Spirit v1.6 on Moz1 (RoboArena, WAIC demo), Moz2 companion robot, World Humanoid Robot Games results, Reuters Sept 2026 deployment and valuation figures.

  20. editorial

    Moz1 is wheeled, not bipedal; JD.com strategic partnership was signed March 2026, not 2025; valuation passed 20 billion yuan after the April 2026 round (not 10 billion); Inovance link is the chairman's family office. Update: Reuters Sept 2026 interview with Gao Yang, Moz2, Schaeffler and D-Robotics partnerships, WAIC/BAAI Spirit v1.6 demos, World Humanoid Robot Games results, data-collection figures, 2026 research papers.

  21. editorial

    Fact-check against Leiphone, Baidu Baike, Caixin, KrASIA and model cards; fixed Microsoft titles and dates, IEEE Fellow year (2025 class), Step-1/Step-2 launch sourcing and chip-alliance members; removed unverifiable quotes and funding totals; added Yin Qi chairmanship, Step 3.5/3.7 Flash, Step 5 Preview and reported 2026 IPO filing

  22. editorial

    Fact-check against MiniMax investor-relations disclosures, HKEX prospectus and announcements, and company results; fixed video-01 date (Aug 31, 2024), WAIC keynote date, Talkie and Alibaba-round details, early-team history (Zhou Yucong joined March 2022), stake figures; removed unsourced claims; added 2026 placement, H1 2026 results, M2.7, M3 and H3

  23. editorial

    Fact-check against primary sources; fixed Nvidia loss figure (CNBC: close to $600B), R1 app-store and benchmark sourcing, Fire-Flyer 1 details, V3 contributor count (199), Waves interview quotes and dates, SemiAnalysis GPU breakdown, Xi symposium account, net-worth figures and misattributed citations; removed unsupported claims; added 2026 funding rounds, IPO preparations, V4 GA and V4.1-Flash, Bloomberg/Forbes wealth estimates

  24. editorial

    Zhipu's HKEX prospectus names Zhang Bo as chief scientist and lists Tang as co-founder and controlling shareholder (director until June 2025); founding team per prospectus; conference roles (WWW 2021 PC co-chair, not 2018) and editorships per homepage; GLM-4 first released January 2024 not June; fixed miscited AMiner/net-worth claims; updated citations; added GLM paper with Yang Zhilin, GLM-5 to GLM-5.3

  25. editorial

    Transformer-XL/XLNet equal-contribution first authorship; sourced CMU thesis, advisers and Tang Jie link via homepage and thesis PDF; GLM paper co-authorship; replaced self-citation, BigGo and Miraflow refs; K2.6 SWE-Bench Pro claim restated from Moonshot's model card; funding table re-sourced; added Kimi K3 and July 2026 F round and joint-stock conversion