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upvoted 4 papers 7 days ago

WebWorld: The Browser as a World Model for Self-Improving Web Code

Paper • 2608.30530 • Published 10 days ago • 10

S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Paper • 2608.31100 • Published 10 days ago • 39

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

Paper • 2609.01437 • Published 9 days ago • 263

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 10 days ago • 228

upvoted a paper 14 days ago

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published 15 days ago • 179

upvoted a paper 15 days ago

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Paper • 2608.23181 • Published 17 days ago • 34

upvoted a collection about 1 month ago

ClawBench & Agentic Web Benchmarks

Collection

ClawBench and related papers and open datasets for real-world web and computer-use agent evaluation. • 359 items • Updated 10 days ago • 2

upvoted 2 papers about 2 months ago

Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models

Paper • 2607.12463 • Published Jul 14 • 108

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Paper • 2607.05382 • Published Jul 9 • 88

upvoted 4 papers 3 months ago

Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion

Paper • 2606.14885 • Published Jun 12 • 13

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Paper • 2605.26340 • Published May 25 • 38

Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback

Paper • 2606.06113 • Published Jun 4 • 16

MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection

Paper • 2605.30288 • Published May 29 • 23

upvoted a paper 4 months ago

RewardHarness: Self-Evolving Agentic Post-Training

Paper • 2605.08703 • Published May 9 • 11

upvoted 4 collections 4 months ago

eval-papers-collection

Collection

8 items • Updated Apr 13 • 1

Reading list

Collection

5 items • Updated May 10 • 1

Papers

Collection

4 items • Updated Apr 28 • 1

ClawBench — Browser Agent Benchmark Suite

Collection

Benchmark dataset (V1+V2), live leaderboard Space, and full V1 execution traces — everything you need to run, regrade, or compare on ClawBench. • 5 items • Updated May 12 • 1

upvoted 2 papers 4 months ago

Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports

Paper • 2510.02190 • Published Jan 29 • 20

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Paper • 2605.05242 • Published May 3 • 127