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Research1 мин

A Function-Space Approach to the Statistical Mechanics of Learning Dynamics

arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior despite highly nonlinear dynamics in vast parameter spaces. We develop a statistical-mechanical description of learning directly in function space, treating parameter…

arXiv — cs.AI
Research1 мин

Seven Sources of Physical AI Capability Formation

arXiv:2609.09627v1 Announce Type: new Abstract: Capabilities relevant to Physical AI can arise from materially different formation histories, yet existing taxonomies organized by morphology, architecture, learning algorithm, task, or domain do not directly answer what gives rise…

arXiv — cs.AI
Research1 мин

RobustSGPO: Search-Space Control for Agent Harness Evolution

arXiv:2609.09646v1 Announce Type: new Abstract: Semantic-gradient-based prompt optimization (SGPO) improves agent harnesses using execution feedback, but its local update rule leaves the choice of edit scope and operation unresolved. We introduce RobustSGPO, which specifies the…

arXiv — cs.AI
Research1 мин

The Menu Is an Execution Prior: State-Path Tool Menus for Online Agents

arXiv:2609.09395v1 Announce Type: new Abstract: Language models act through tools, yet practical agents face libraries containing thousands of interfaces. We introduce the tool menu as the short, ordered subset of available tools shown to an agent before execution. The agent can…

arXiv — cs.AI
General1 мин

Introducing the Agents API

Build and launch cloud agents with the Agents API, a managed service powered by the Codex harness for orchestration, long-running sessions, and tool use.

OpenAI Blog
Knowledge base1 мин

ChatGPT Work, now powered by GPT-6 Astra

ChatGPT Work is now powered by GPT-6 Astra—our best model for professional work. Bring it your next big project. With Astra, ChatGPT Work better understands what you’re trying to do and pulls together the information you need from your connected apps and computer. It helps you…

YouTube — OpenAI Official
General1 мин

Suno releases its first AI music model made with record industry help

Suno's new v6 AI music model is its first made with support from the record industry. Suno's Jack Brody told The Verge that v6 was "trained from the ground up, with a new set of data that does not include the same data that our previous models were trained on." The data includes…

The Verge — AI
Knowledge base1 мин

GPT-6 Astra turned London into a game

It's been pretty amazing. >> So, yeah, you've been testing Astra. What was your experience like? >> What I've built here is a noal uh 3D representation of historic London uh which goes across the different uh eras medieval London TUDA London and it transforms all within the same…

YouTube — OpenAI Official
Startups1 мин

Astana Hub резиденттеріне арналған Social Impact Brunch 💡⠀alem.ai алаңында резиденттер мен Astana Hub командаларын б...

Astana Hub резиденттеріне арналған Social Impact Brunch 💡⠀alem.ai алаңында резиденттер мен Astana Hub командаларын біріктірген Social Impact Brunch өтті. Кездесу әлеуметтік әсер тақырыбында ашық диалог құруға арналды.⠀Қатысушылар резиденттік міндеттемелерді орындауға қойылатын…

Astana Hub (KB mirror)