view article Article Welcome Beam: a 501B open model you can own, customize, and scale +1 burtenshaw, merve, pcuenq • 18 days ago • 71
ExplorationBench: Measuring AI Systems' Exploration in Verifiable Alien Worlds Paper • 2609.30199 • Published Sep 24 • 31
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published Sep 15 • 59
Agents in the Large: Perception-Centered Architecture for Persistent Agents Paper • 2608.30478 • Published Aug 31 • 13
Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search Paper • 2608.15669 • Published Aug 16 • 64
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models Paper • 2607.28609 • Published Jul 30 • 69
HyperLogic: A Hard, Forward-Authored Chinese Logical Reasoning Benchmark with Execution-Derived Answers Paper • 2605.19597 • Published Oct 2 • 20
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company Paper • 2604.22446 • Published Apr 24 • 102
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning Paper • 2603.04918 • Published Mar 5 • 56
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens Paper • 2603.02138 • Published Mar 2 • 143
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 122
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models Paper • 2602.17684 • Published Feb 4 • 25