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upvoted a paper 2 days ago

Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

Paper • 2609.18708 • Published 3 days ago • 62

upvoted a paper 4 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 5 days ago • 404

liked a model 5 days ago

internlm/Atria-Dawn-Preview

753B • Updated 3 days ago • 711 • 168

upvoted a paper 8 days ago

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

Paper • 2609.10715 • Published 10 days ago • 320

upvoted a paper 23 days ago

Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data

Paper • 2608.23256 • Published 26 days ago • 22

upvoted a paper about 1 month ago

SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning

Paper • 2608.14277 • Published Aug 14 • 36

upvoted 2 papers about 2 months ago

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

Paper • 2608.02287 • Published Aug 3 • 32

Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory

Paper • 2607.27919 • Published Jul 30 • 62

upvoted 2 papers 2 months ago

Scalable Visual Pretraining for Language Intelligence

Paper • 2607.09657 • Published Jul 10 • 56

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Paper • 2607.07708 • Published Jul 8 • 88

upvoted 3 papers 3 months ago

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Paper • 2607.02440 • Published Jul 2 • 49

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics

Paper • 2606.10479 • Published Jun 9 • 21

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 105

upvoted 4 papers 4 months ago

Draft-OPD: On-Policy Distillation for Speculative Draft Models

Paper • 2605.29343 • Published May 28 • 34

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Paper • 2605.31264 • Published May 29 • 129

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 96

ACC: Compiling Agent Trajectories for Long-Context Training

Paper • 2605.21850 • Published May 21 • 62

upvoted a paper 5 months ago

MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Paper • 2604.04771 • Published Apr 6 • 103

upvoted 2 papers 6 months ago

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published Mar 26 • 132

Stepping VLMs onto the Court: Benchmarking Spatial Intelligence in Sports

Paper • 2603.09896 • Published Mar 10 • 28