…Stein described Search moving into an "agentic" era where AI agents can assist you with a range of tasks, such as monitoring topics, sending alerts (like when your favorite artist announces a…
…To preserve gradient unbiasedness despite using trajectory-conditioned features , we introduce a cross-rollout construction that predicts each rollout's value from an independent rollout's internal states. Because POISE estimates prompt…
WWDC 2025 marked the beginning of Apple's biggest AI push to date. The last year has seen a steady rollout of Apple Intelligence features across iPhone, iPad and Mac, revamping Siri…
…naively injecting degraded views during rollout induces reward poisoning , where perceptual occlusions trigger hallucinated trajectories and destabilize optimization. We propose ROMA, an RL fine-tuning framework that modifies the optimization dynamics to…
…multi-agent classrooms across Instinct, Radeon, Ryzen AI with OpenMAIC May 11, 2026 What is AI Networking? AI networking uses purpose-built, intelligent networking technologies to keep distributed AI workloads synchronized across…
…AI-generated summary Agentic modeling aims to transform LLMs into autonomous agents capable of solving complex tasks through planning , reasoning , tool use , and multi-turn interaction with environments. Despite major investment, open…
…Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning (2026) DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents (2026) GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision…
OpenAI hat mit dem Rollout einer neuen Sicherheitsfunktion begonnen, die Nutzer besser vor den Folgen von Prompt-Injection-Angriffen und dem Abfluss sensibler Daten schützen soll. Dafür werden bestimmte ChatGPT-Funktionen eingeschränkt…
…Taskbar new AI agents support Perhaps one of the most significant additions through this update is the new support to monitor AI agents from the Taskbar. If your computer supports working with…
…For each condition, S GRPO samples a supergroup of candidate sets, compares their diversity under the same condition, and redistributes the group diversity reward to individual rollouts through leave-one-out diversity…
