LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation Paper • 2602.11451 • Published Feb 11 • 18
LoopMTP: A looped transformer guided by latent multi-token prediction Paper • 2608.03624 • Published Aug 4 • 1
Gated Recurrent Transformers: Expressive Depth through Recurrent Modulation Paper • 2608.15062 • Published 22 days ago • 12
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. • 369 items • Updated about 20 hours ago • 82
BDH-CQ: In-Context Learning with Recurrent Latent Reasoning Paper • 2608.09888 • Published Aug 10 • 782
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper • 2602.04634 • Published Feb 4 • 101
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published 9 days ago • 419
Revisiting Complete Reasoning Traces for Post-Training Paper • 2609.07103 • Published 10 days ago • 23
Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents Paper • 2609.09219 • Published 10 days ago • 20
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Paper • 2410.20672 • Published Oct 28, 2024 • 10
TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM Paper • 2607.27205 • Published Jul 29 • 141
OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding Paper • 2607.27155 • Published Jul 29 • 15