When to Communicate: Belief Distributions and KL Divergence for Principled Gating in Multi-Agent RL
Abstract page for arXiv paper 2608.14559: When to Communicate: Belief Distributions and KL Divergence for Principled Gating in Multi-Agent RL
Source feed
965 items
The world's AI knowledge in one place. AI RSS feed aggregator monitoring OpenAI, Anthropic, Google AI, Meta, Hugging Face. Tutorials, news, and insights — as they happen.
Abstract page for arXiv paper 2608.14559: When to Communicate: Belief Distributions and KL Divergence for Principled Gating in Multi-Agent RL
Abstract page for arXiv paper 2608.14552: Large Language Models Show Metacognitive Sensitivity in Medical Reasoning
Abstract page for arXiv paper 2608.14550: FLOPs vs Real Work: The Importance of Replication in AI Efficiency Assessment
Nous Research shipped Bot Mode for Hermes Agent. Each profile becomes a named bot with its own memory. Making it best in agentic ai
ByteDance Seed's CUDA Agent uses agentic RL to beat torch.compile on 96.8% of KernelBench tasks, at 2.11× speedup.
We ran 904 DeepSWE rollouts on DeepSeek V4 Pro 0813 and GPT-5.6 Sol. Sol leads pass@1 by 10 points at 35x the cost; Pro wins pass@4, and a Pro-first cascade hits 83.0%.
That's the same score as GPT-5.6 Luna (max), and just one point behind GLM-5.2 (max) and DeepSeek V4 Pro 0813 (max) - that GLM is 753B and that DeepSeek is …
The model maker added $18 billion in annualized revenue in two months.
Entities: Anthropic
"We have some really ambitious plans to help you work with AI in Chrome to get things done, and I’ll have more to share soon," Jacob Bank, Relay founder and CEO, said.
Topics: Developer Automation
Entities: Developer AutomationGoogle
MiniMax-Music3 generates five-minute songs from lyrics and a structured caption. Open weights, 32 kHz stereo, commercial use allowed.
MIT researchers developed a framework that translates the components of a natural object, such as a pine cone, into building blocks that can be mixed and matched to design new adaptive materials that behave like those in biological systems.
Teams customize their models to hit their targets for latency, speed, memory, and compute. With the open NVIDIA Nemotron family of models…
Entities: NVIDIA