Meta^2: Precomputing Reusable Knowledge for Online Harness Evolution in Long-Horizon Agents Paper • 2611.05139 • Published 4 days ago • 4
PersuasiveToM: A Benchmark for Evaluating Machine Theory of Mind in Persuasive Dialogues Paper • 2502.21017 • Published May 25, 2025
RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing Paper • 2610.19705 • Published 19 days ago • 22
MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents Paper • 2610.06830 • Published Oct 5 • 32
CURIO: Curiosity-Driven Test-Time Learning for Open-Ended Discovery Paper • 2610.04851 • Published Oct 4 • 3
CURIO: Curiosity-Driven Test-Time Learning for Open-Ended Discovery Paper • 2610.04851 • Published Oct 4 • 3
CURIO: Curiosity-Driven Test-Time Learning for Open-Ended Discovery Paper • 2610.04851 • Published Oct 4 • 3
Humanity's Sixth Sense: Benchmarking Intuitive Visual Reasoning in Multimodal Models Paper • 2610.08966 • Published 30 days ago • 24
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published Sep 27 • 62
Dream-RSI: Recursive Self-Improvement through Evolving Worlds Paper • 2609.14858 • Published Sep 14 • 143
Running 279 The ultimate guide to RL environments: building and scaling them in the LLM era 📝 279 Building and scaling RL environments for LLM training
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published Sep 1 • 88
Where to Look Matters: On-Policy Self-Distillation for Long-Video Understanding Paper • 2608.25356 • Published Aug 26 • 19
Apodex 1.1: Scaling Agentic Intelligence for Complex Work Paper • 2608.23283 • Published Aug 24 • 208
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 90
Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning Paper • 2608.02831 • Published Aug 3 • 16