Liam Martin

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upvoted 3 papers 1 day ago

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 5 days ago • 267

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces

Paper • 2604.08362 • Published 5 days ago • 12

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published 6 days ago • 304

upvoted a paper 3 days ago

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published 11 days ago • 351

upvoted a paper 5 days ago

Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems

Paper • 2604.04767 • Published 8 days ago • 7

upvoted 2 papers 6 days ago

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published 9 days ago • 52

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published 12 days ago • 464

upvoted a paper 9 days ago

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms

Paper • 2603.28489 • Published 14 days ago • 30

upvoted 2 papers 12 days ago

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published 15 days ago • 339

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers

Paper • 2603.24414 • Published 19 days ago • 183

upvoted a paper 13 days ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published 24 days ago • 331

upvoted a paper 24 days ago

Efficient Reasoning with Balanced Thinking

Paper • 2603.12372 • Published Mar 12 • 145

upvoted a paper 25 days ago

Demystifing Video Reasoning

Paper • 2603.16870 • Published 27 days ago • 368

upvoted a paper about 1 month ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 519

upvoted a paper about 2 months ago

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 263