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upvoted 10 papers 2 days ago

Loop as a Bridge: Can Looped Transformers Truly Link Representation Space and Natural Language Outputs?

Paper • 2601.10242 • Published Jan 15 • 1

Loop the Loopies!

Paper • 2607.16051 • Published Jul 17 • 79

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 11 days ago • 102

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

Paper • 2608.28281 • Published 15 days ago • 106

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published 9 days ago • 178

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 12 days ago • 229

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

Paper • 2609.01437 • Published 11 days ago • 264

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Paper • 2609.02749 • Published 10 days ago • 543

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 11 days ago • 487

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published 9 days ago • 380

upvoted 4 papers 16 days ago

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published 24 days ago • 97

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Paper • 2608.17310 • Published 25 days ago • 108

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 26 days ago • 151

StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling

Paper • 2608.15089 • Published 28 days ago • 446

upvoted a paper 20 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 23 days ago • 275

liked 3 models 26 days ago

openbmb/VoxCPM2

Text-to-Speech • 2B • Updated 25 days ago • 387k • 1.6k

openbmb/VoxCPM-0.5B

Text-to-Speech • Updated 25 days ago • 12.9k • 818

SupraLabs/Supra2-100M-Instruct

Text Generation • 0.1B • Updated Aug 5 • 36.8k • 52

liked a model 28 days ago

dots-studio/dots3-note-prev

Image-Text-to-Text • 288B • Updated 28 days ago • 2.37k • 269

liked a model about 1 month ago

endless-frontier/BigBang-v1

Image-Text-to-Text • 36B • Updated Aug 6 • 2.72k • • 227