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.
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The 24-billion-asset Firefly milestone was announced in June 2025 (with the Firefly mobile app launch), not May 2025; removed an unsourced monthly generation rate
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FLUX.1 Tools were released on November 21, 2024, not November 1 (BFL's original post and Hugging Face repository dates)
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Three named co-founders (Lorenz as founding team), Series A/B investors and $450M total per BFL's press release, FLUX.2 [klein] 9B licenses (FLUX Non-Commercial), FLUX.2 [max] date (Dec 16, 2025) and undisclosed size, double-stream blocks use joint attention; removed unsourced Tim Brooks, PIF, revenue and oversubscription claims
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Competitor table MAU figures for Qwen, DeepSeek and Yuanbao replaced with QuestMobile Q1 2026 data; fixed Tongyi Qianwen and Claude Opus 4.5 links
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The Monetization section said Doubao "remains free"; ByteDance launched paid subscriptions on June 24, 2026 (AFP, Rui Caijing). Update: added dated QuestMobile estimates (Q1 and June 2026 MAU, June weekly users, Spring Festival DAU peak, June ad-spend shares, August 2026 penetration and payment rate)
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Computer for Professional Finance launched May 5, 2026 (not May 4) per Perplexity's blog; Enterprise Max includes 15,000 monthly Computer credits (not 10,000) per Perplexity's help center; linked Perplexity Computer
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April 2026 A1 follow-on investors; angel round date and investors (independent verification)
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Tongyi Qianwen name retired 2 Mar 2026
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73.52M peak dated 7 Feb (pre-holiday) and re-sourced; leadership restructuring June 2026; Baidu pledge ratio (independent verification)
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HF dataset holds baseline videos only, not best-of-8 candidates; sensitivity-check count (independent verification)
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FLUX.1 [dev] NCL vs renamed FLUX NCL split; Meta contract terms; pricing glosses (independent verification)
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MaxLPS stands for Maximum Land Power Shell; Huang gigawatt cost figures misquoted; open-source and DSX Boost dating (independent verification)
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Two catalog models have no drafter; computed ratio labelled; Intel GPU wording (independent verification)
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Computer launched for Max on 25 Feb 2026, not March
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TechCrunch unit-economics quote was about Model Council; credit allowances; free-account availability (independent verification)
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Deepseek-v4-pro routing plan was withdrawn 11 Sep; search promotion caveat; quote attribution (independent verification)
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Apex Bench v1.1 competitor values first published with 1017; change-log attribution; cost-chart sourcing (independent verification)
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The consumer app was renamed Qwen in November 2025 (it was Tongyi from May 2024), not on March 2, 2026; the Spring Festival user peak came before the March brand unification; Qwen Glasses were not Alibaba's first consumer hardware; Lin Junyang paragraph re-sourced. Update: added a dated Usage and marketing section with QuestMobile 2026 user and ad-spend data, 2026 agentic features and Qwen Go!.
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Firefly 24-billion-asset milestone dated to June 2025 (not MAX October 2025); segment reporting changed to a single segment in FY2026; February 2026 unlimited generations was a time-limited offer including partner models; indemnity scope and AI-first ARR target re-sourced. Update: Adobe-NVIDIA partnership (March and October 2026), FY2026 results, Semrush and Topaz Labs acquisitions, CEO succession.
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FLUX.2 [klein] 9B and 9B-KV are under the FLUX Non-Commercial License (not Apache 2.0), FLUX.2 [max] launched December 16, 2025 (not January 2026), FLUX.1 double-stream blocks use joint attention, funding/partner details corrected; Update: FLUX 3 family, licenses per variant, safety, pricing as of October 19, 2026.
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The CIIF co-led the December 2025 round, not the September 2025 Ant Group round, and the Shunwei-led round was August 2025; added Elf-Xuan 2.0, the October 2026 World of Warcraft Skyborne collaboration, Justice Online robots and the angel and December 2025 rounds
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Infobox stated October 16, 2026 laptop availability as fact; no source dated October 16 or later confirms sales began, so it is now attributed to NVIDIA's October 7 announcement
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'president' title was cited only to sources that do not use it; now also cited to Endeavor Greece (ref 10), which names him Co-Founder, President & CTO; TechCrunch ref 1 byline corrected from Maxwell Zeff to Rebecca Bellan
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TorchTitan row omitted context parallelism, which the TorchTitan paper (arXiv 2410.06511, section 2.1.5) covers; added the paper as a reference
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Reference 23 author garbled as 'Communication Communication'; corrected to the arXiv listing (Seamless Communication, Barrault, Chung, Meglioli, Dale, et al.) and exact title