…AI-generated summary Reinforcement learning for agentic large language models (LLMs) typically relies on a sparse, trajectory-level outcome reward , making it difficult to evaluate the contribution of individual tool-calls within…
…AI-generated summary RL post-training of frontier language models is increasingly bottlenecked by autoregressive rollout generation , making rollout acceleration a central systems challenge. Many existing efficiency methods improve throughput by changing…
…AI agents into the Department of Defense’s operations. For the time being, it will be limited to unclassified applications. That may soon change. In an announcement about the new rollout, Google…
…As well as its more natural communication, agentic capabilities, contextual awareness and ability to remember previous conversations across devices, Amazon that users across the pond are getting an "authentically British" AI-powered…
Dell Expands AI Factory with NVIDIA, Adds Deskside Agentic AI and Deepens Mistral Collaboration by Harold Fritts on May 18, 2026 AI ◇ Enterprise Kicking off Dell Technologies World, Dell announced an expansion…
GitLab Blog Featured blog posts AI Agentic coding is only as good as its context Coding agents deliver speed. With lifecycle context in GitLab, enterprises address shallow fixes and longer review cycles…
…Bank of America tied that outlook to the rise of "agentic AI," a term used for AI systems that can complete tasks more autonomously across apps and services. Wall Street's Apple…
…Online Adaptation for Self-Improving Foundation Agents Published on May 11 Submitted by Seth Karten on May 13 Princeton University Authors: Seth Karten , , , , , , , Abstract A self-improving AI system for embodied agents…
…This agent is getting a slow rollout, arriving for a small group of early testers this week and launching next week in beta for subscribers to Google’s $100+ per month AI…
…At the Inter-Reliability level, Stream-R1 rescales each rollout 's loss by an exponential of a pretrained video reward score , so that rollout s with reliable supervision dominate optimization. At the…
