WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 311 items • Updated 34 minutes ago • 74
Running Agents ChinaTravel Backend Evaluator 🧭 Evaluate your predictions on the ChinaTravel benchmark
EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 8 days ago • 265
Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development Paper • 2608.13417 • Published 15 days ago • 55
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Paper • 2608.02602 • Published 25 days ago • 81
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published Jul 26 • 106
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published Jul 28 • 84
CoRT: Counterfactual Replay for Token-Level Rubric-Guided Policy Optimization Paper • 2607.25659 • Published Jul 28 • 84
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 100
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published Oct 17, 2025 • 151