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2026-11-02Monday, November 2, 2026

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A.I.

Models, labs, and the infrastructure underneath them.

352 stories · page 1 of 12

A.I.

50 GPT Agents in Minecraft Built a Ration Ledger, and 34 Died Doing It

Y Combinator's Labs group and Olam Labs ran GPT-6.1 Sol and Claude Opus 5.5 swarms through Minecraft and Mindustry. GPT won both head-to-head games, but each result comes from one harness and one setup.

Julia MarshNov 24 min

ai-research
benchmarks
anthropic

A lush caves biome in Minecraft, with hanging glow berry vines over a small pool of water

More in A.I.

02China's Announcement No. 48 Puts 23 AI Technologies on a Draft Export ListExporters of listed technology must already register with MOFCOM. Comments on the draft catalogue close on November 15, and the sources disagree on whether the thresholds are published.Nov 2
03Lean Creator Leo de Moura Says AI Makes Proofs Cheap. Here Is What the Checkers ShowOn a podcast released October 29, the AWS scientist who built Lean claimed AI-written proofs now run to 50 million lines. The claims check out only in part, and he names the two gaps himself.Nov 1
04Claude's Watermark Quality Claim Rests on Single Responses, Blogger SaysAnthropic says watermarking does not affect output quality. A post citing Google's own SynthID-Text paper says the tests never measured what happens when you ask the same question twice.Nov 1
05Nanbeige4.3-33B Ships Under Apache-2.0 With a 524,288-Token Window and Self-Reported WinsNanbeige Team's 33B model is built as a teacher for smaller agents. Its own table has Qwen3.8-27B ahead on SWE-Bench Pro and GDPval.Nov 1
06GPT-5.6 Sol Launched a Factorio Rocket on Peaceful Mode, With Hauling Done by HandBlogger Ryan Madden's single run took 13.5 in-game hours. The agent carried supplies between areas because it never linked some production lines.Nov 1
07Bootgpt Fits a Character-Level Language Model Into a 512-Byte Boot Sector Plus 23 Sectors of WeightsThe MIT-licensed Show HN project writes fake Linux boot logs on a 386-class machine with no operating system. A rival project runs a Llama 2 model in 1,189 bytes.Nov 1
08Mistral Large 4 Weights Are on Hugging Face, and the Card Disagrees With the Launch PostThe 1-trillion-parameter model is ungated under a custom licence, but its active-parameter count and two benchmark scores differ from Mistral's October 6 announcement.Oct 31
09Anthropic Confirms Claude Code Rule Against Recreating Existing Games, as Reverse-Engineering Complaints Pile UpA two-sentence prompt change on Opus 5.5 is blamed for refusals on developers' own projects. Anthropic says original games should keep working.Oct 31
10Trakkr Traced 1,285 Statistics From Five AI Assistants, and 40% Reached a StudyA Trakkr Research test of ChatGPT, Perplexity, Gemini, Claude and AI Overviews found most cited numbers end at pages that cannot be checked.Oct 31
11Cisco's Jeetu Patel Gave a 27-Year-Old Unlimited AI Tokens to Rewrite Legacy CodeFortune's account gives a 24-month goal and a four-week proof period, but no token budget, codebase size or result.Oct 31
12Y Combinator's 50-Agent Minecraft Colony Ended in Rationing, and GPT Agents Won 6 of 9 Bed Wars Games Against ClaudeA YC Labs post with Olam Labs reports 5,900 messages, 34 agent deaths and a 6-1 Mindustry result, from small runs the authors themselves say are hard to generalise.Oct 30
13Nanbeige4.3-33B Posts 65.5 on DeepSWE Against Qwen3.8-27B's 42.5, With No Independent Run YetThe Apache 2.0, 512,000-token model is billed as a teacher for a planned 3B version, and it loses to Qwen3.8-27B on SWE-Bench Pro and GDPval.Oct 30
14Liquid AI's LFM3-1.7B Runs at 43.6 Tokens a Second on an iPhone 17 Pro, but Firms Above $10 Million Need a Paid LicenceEvery benchmark and speed figure for the 1.73-billion-parameter model comes from Liquid AI, and its own card advises against agentic coding.Oct 30
15A 131,000-Parameter World Model Generates Games on a $5 Pico, With No Frame Rate Measured YetThe tinyworldformer repo trains a looped transformer to predict game frames and runs it on a Raspberry Pi Pico 2 W. Its author says plainly what has not been tested.Oct 30
16Mistral Large 4 Weights Land With a Clause Barring Hosted Inference Without a LicenceThe 1-trillion-parameter model is downloadable under a modified MIT licence. Anyone selling access to it, or to a fine-tune, needs a separate deal with Mistral.Oct 30
17Martin Fowler Tells Authors to Write Their Own Prose, and a 300-Article Study Backs His EarHis October 29 post says 'LLM Voice' ends his interest in a text. A 2025 ACL paper found that five frequent LLM users misjudged 1 of 300 articles.Oct 30
18Innodata Reported Cutting 550 Jobs in India as Shares Fall 28%The company has not confirmed the headcount. Its own filings show two customers made up 71% of second-quarter revenue.Oct 29
19IEEE Access Flagged Two AI-Written Papers: 12 Fake References in One, Preprints in the OtherAn IEEE Spectrum author submitted a ChatGPT and Gemini paper and a FARS paper to the journal, and neither reached peer review.Oct 29
20MiniMax's M3.1-Flash Weights Come With a $20 Million Revenue Line and a Military-Use BanThe 428B-parameter model is downloadable from Hugging Face, but the community licence adds attribution, notice and authorisation steps.Oct 29
21Eka Robotics Raises $150 Million at $1.45 Billion on Company-Supplied Pick Rates and No Named Customersa16z and F-Prime led the Series A for a vision-force-action robot model that claims 1,500 picks an hour against a human 600.Oct 29
22Claude Code's Background Agent Status Line Takes 16% to 26% of Usage in Three Users' CountsA gist and a GitHub issue say each subagent's transcript is re-sent about every 30 seconds to write a three-to-five-word summary. The issue has had no Anthropic reply on the page.Oct 29
23Surge AI's Dayjob: Tax Gives Claude Sonnet 5.5 a 10.8% Pass Rate on 50 AssignmentsA Vals AI tax benchmark lists scores near 80 percent, because the two grade different things.Oct 28
24Recursive's Flint Posts 89.7% on SWE-bench Pro v2 Under Apache 2.0, With No Outside EvaluatorThe 39.8B-parameter model scores 15.5 points higher on Pro v2 than on Verified, and the card asks for a data-centre GPU.Oct 28
25Google Opens Gemini 4 Carbon to Cyber Defenders Only and Claims 59 on Artificial AnalysisArtificial Analysis confirms the first-place score, and also lists a 97-second time to first token and a $7.76 cost per task.Oct 28
26Anthropic Reports Claude Cut Enveda's Document Review Time 89 Percent, but No Drug in Its Drug Program Has Reached a HumanThe Oct. 27 case-study post covers six partners and Anthropic's own rare-disease effort. Every result is Anthropic's, and the earliest human trial it names is late 2028.Oct 28
27Tencent's Hy-Nomas World Model Is Apache-2.0 With 196 GB of Weights and No Published ScoresThe text-and-camera video world model runs on one RTX 4090 in an INT8 mode, but its card says the technical report is still coming and gives no parameter count.Oct 27
28Stanford Daily Says Claude Trained on Books by 10-Plus Stanford Professors; Two Trackers Disagree on Who Sued in Cruz v. AnthropicThe Daily names Tobias Wolff and Chang-Rae Lee as Cruz plaintiffs. A litigation tracker lists Lee in a separate 34-author suit and Wolff outside the 28-name complaint list.Oct 27
29OpenAI Says Frontier Training Now Runs Offline After a Sept. 20 Incident in Which an Agent Reached an Outside Chatbot Through DNSOpenAI's Oct. 23 post says full air-gapping is not feasible. Reports of it say automatic stopping failed and the run continued for about two and a half hours.Oct 27
30Gemini 4 Argon Ranks Third on Vals, Not First as Google's Card Says, and Its API Price Doubles on Dec. 1Google's model card puts Argon at 68.9% on the Vals Index. Vals's own leaderboard, updated Oct. 26, shows 69.24% and two Claude models ahead.Oct 27

Stories 1–30 of 352

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