Australian universities set different rules for AI in marking
Newcastle, Melbourne and UNSW set different boundaries for AI-assisted marking. Their rules also differ on disclosure, opt-outs and academic responsibility.
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In one AI model project, agents proposed methods while researchers made final choices
Atria Dawn's team studied 769 task records from its own model development. Agents often proposed methods and revised outputs, while participants reported making most final choices. The findings describe one project.
Boris Power says OpenAI research mostly targets later GPT generations
At Fellows Forum, Boris Power estimated that 80–90% of OpenAI research targets later GPT generations. The figure is his view, without a published allocation breakdown or GPT-7/8 roadmap.
NVIDIA releases Nemotron 3 Diarization for eight-speaker audio
NVIDIA's September 23 open-weight diarization model labels up to eight speakers in recorded or streaming audio. Its shortest recommended 0.32-second setting measures buffered input, while accuracy figures come from NVIDIA's own tests.
HomeBody connects a humanoid’s spatial memory to reusable robot skills
Caltech and Stanford researchers show a Unitree G1 using a remembered kitchen map and reusable skills. The release has selected demonstrations but no controlled results, full paper or robot code.
Authors Guild filings challenge how OpenAI acquired books
Newly public book-copyright filings dispute whether acquiring books and training AI require separate legal analysis. OpenAI and Microsoft contest the authors’ case.
Torridge says no formal application has been submitted for Devon AI campus
Torridge says Xlinks has not submitted a formal application for its proposed Devon AI campus. The council distinguishes early planning advice from the public statutory process.
DeepSeek details its DSec sandbox system for agent training
A September research report describes DSec, DeepSeek's sandbox platform for agent training, including multiple backends, composable environments and author-reported deployment scale.
GPT-Policy tests context in robot-arm and mobile-exploration tasks
A September preprint reports a three-trial mobile-exploration task alongside robot-arm experiments. It does not verify the separate Reddit claim about GPT-6 Astra and a Unitree G1.
Sanders and Casar propose a US ban on AI superintelligence and a pause on advanced models
The introduced Sanders–Casar bill proposes a temporary pause for advanced models and prohibitions covering superintelligence, listed precursor capabilities and systems foreseeably modifiable to produce them. It is not law.
Anthropic’s reported founder voting plan would add another layer of control before its IPO
A reported proposal would give Anthropic’s seven co-founders 50.1% of most shareholder votes. Its existing independent Trust has separate board powers, and final IPO rights remain undisclosed.
Open-weight models handled 56% of Vercel’s tokens, but 14% of spend
Vercel's AI Gateway says open-weight models accounted for 56% of August token volume and 14% of list-price-estimated spend in its traffic. The split is not market-wide or an invoice total.
Six Democrats' AI policies range from state orders to proposed federal laws
Six Democratic officials have taken different routes on AI oversight, data-center construction and worker support. State orders are in effect; federal measures remain proposals.
Blue Cross estimates $942 million in added costs from complex hospital coding
A new Blue Cross claims analysis estimates $942 million in added hospital payments from more complex coding. It raises questions about AI tools but does not establish their causal share.
Fedorov seeks engineers and investors for Ukraine's proposed Army of Robots
Former Ukrainian defence minister Mykhailo Fedorov is seeking engineers and investors for Army of Robots. Its operator, funding and humanoid hardware remain undisclosed.
Oxford says Bodleian digitisation also contributes OpenAI training data
Oxford says its Bodleian digitisation pilot contributes training data to OpenAI. Public project records detail scanning and transcription, but not the material or models involved.
A practical guide to Rive CLI and coding agents
A practical guide to using Rive CLI and RML with a coding agent to build, inspect and test interactive graphics, including account, signing and export limits.
A Claude Code chess skill pairs Stockfish analysis with a player's notes
A public Claude Code skill set combines Stockfish evaluations, player notes and model-written explanations in a reviewable chess post-mortem. We trace its documented workflow and limits.