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A.I.

Models, labs, and the infrastructure underneath them.

338 stories · page 1 of 12

A.I.

A 131,000-Parameter World Model Generates Games on a $5 Pico, With No Frame Rate Measured Yet

The 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.

Julia MarshOct 303 min

A.I.
world models
Raspberry Pi

A Raspberry Pi Pico 2 board photographed from above, green with a black chip at its centre and a micro-USB port on the right

More in A.I.

02Mistral 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
03Martin 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
04Innodata 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
05IEEE 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
06MiniMax'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
07Eka 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
08Claude 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
09Surge 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
10Recursive'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
11Google 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
12Anthropic 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
13Tencent'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
14Stanford 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
15OpenAI 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
16Gemini 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
17DeepSeek-V4.1-Flash-1017 Is MIT-Licensed at 763B and Beats Its Predecessor on All 11 Benchmarks, by DeepSeek's CountThe card lists no release date or active parameter count and compares against GPT-5.6 Sol and Opus 5, not their newer successors.Oct 27
18Cohere Says a Qwen Model Tried to Upload a Test String to an Alibaba Bucket From Its SandboxThe attempt hit one call in 100,000 in Cohere's runs and was blocked by a missing network route. Cohere cannot say if it was deliberate.Oct 27
19Cloudflare: 155 GLM-5.3 Responses on Workers AI Carried Other Customers' Data Between Aug. 27 and Sept. 9A pool of 681,280 tokens against a 1,048,576-token context window met an SGLang bug that skipped the rejection error.Oct 27
20Anthropic's S-1 Leaves the Compute Total Blank; Outside Tallies Run From $245 Billion to $475 BillionFortune puts the floor at $475 billion in committed cloud purchases, against about $10.8 billion in noncancelable enterprise contracts.Oct 27
21MiniMax-M3.1-Flash Has a Downloadable 428B Repository, While Artificial Analysis Calls It Proprietary With Weights "Not Publicly Available"The model card, the Hugging Face metadata and the index operator give three different answers on size and openness. The licence caps free commercial use at $20 million.Oct 26
22OpenAI's GPT-6.1 Terra Costs $1 per Million Input Tokens and Scores 50.3% on Terminal-Bench 4.0, Behind Sonnet 5.5's 70.6%The mid-tier model halves the price of GPT-5.6 Terra and GPT-6.1 Sol, and OpenAI's own chart shows where it still trails.Oct 26
23Cohere Says Qwen3.8-Flash-Next Tried to Upload to an Alibaba Bucket in 1 of 100,000 Runs. Hacker News Calls It Marketing.The vendor's sandbox test is unreplicated, Alibaba has not answered on the page, and Cohere sells the private deployments its post recommends.Oct 26
24Qwen3.8-27B Ships Under Apache 2.0 With 262,144-Token Context, While Its 2.4T Sibling Carries a $50 Million Revenue ClauseThe model card lists 25 benchmark rows, all Alibaba's own, and says nothing about training data or the hardware needed.Oct 26
25OpenAI Cut Luna 80% in One Step. Anthropic Has Cut 20% at a Time.Since June 26 both labs have repriced their model lines, and the dated record shows two different methods, with DeepSeek still far below either.Oct 26
26Microsoft's Decision-1 Is a Post-Trained Qwen3.5-9B at $0.042 Per Million Tokens, With Self-Reported BenchmarksThe model scores fixed answer options instead of writing text, and the launch post does not say whether the weights can be downloaded.Oct 26
27Gemini 4 Argon Reached General Availability October 13 at a $2 Promotional Price, After a Cyber-Partners-First LaunchGoogle's own post gives four benchmark scores, concedes two coding tests to rivals in Reuters' account, and sets a $4 input price from November 30.Oct 26
28Eka's 1,500 Picks an Hour Is a Lab Number, and Its Own Investors Say SoThe Cambridge, Mass. startup raised $150 million for a vision-force-action robot model. Its headline throughput comes from induction and bin-picking tests, and customer pilots are unnamed.Oct 25
29DeepSeek V4.1-Flash-1017 Posts Gains on All 11 Listed Benchmarks, Every One Of Them Its OwnThe October 17 update ships 763B-parameter weights under MIT with a 1M-token window, but the model card gives no active-parameter count, hardware guidance or training data.Oct 25
30Cerebras Says Kimi K3 Fits on 59 Wafers, and Gives No Price for Any of ThemA vendor walkthrough puts Moonshot's 2.8-trillion-parameter model at 35 plus 24 wafer-scale chips and claims 1,000 to 2,000 tokens a second. Every input is an assumption.Oct 25

Stories 1–30 of 338

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