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upvoted a paper 5 days ago

RewardHarness: Self-Evolving Agentic Post-Training

Paper • 2605.08703 • Published May 9 • 245

upvoted 2 papers about 1 month ago

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published Sep 1 • 567

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published Aug 26 • 69

upvoted a paper about 2 months ago

StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding

Paper • 2608.05703 • Published Aug 6 • 17

upvoted a paper 2 months ago

GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning

Paper • 2608.02585 • Published Aug 3 • 25

upvoted 4 papers 3 months ago

Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model

Paper • 2607.11643 • Published Jul 13 • 43

A Sparse and Truncated State Vector Simulator for Peaked Circuits

Paper • 2607.07816 • Published Jul 8 • 7

AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

Paper • 2607.02255 • Published Jul 2 • 69

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 52

upvoted a paper 4 months ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 149

upvoted 5 papers 5 months ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 90

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts

Paper • 2605.09296 • Published May 10 • 5

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published May 7 • 74

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music

Paper • 2605.03395 • Published May 5 • 7

LLM Safety From Within: Detecting Harmful Content with Internal Representations

Paper • 2604.18519 • Published Apr 20 • 22

upvoted 5 papers 6 months ago

Latent Preference Modeling for Cross-Session Personalized Tool Calling

Paper • 2604.17886 • Published Apr 20 • 4

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 378

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

Paper • 2604.02176 • Published Apr 2 • 109

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

Paper • 2603.28032 • Published Mar 30 • 67

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

Paper • 2603.19835 • Published Mar 20 • 121