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upvoted a paper 4 days ago

StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows

Paper • 2608.17800 • Published 22 days ago • 11

upvoted 3 papers 5 days ago

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published 6 days ago • 78

LatentPress: Context Compression Beyond Text and Vision

Paper • 2609.01507 • Published 8 days ago • 113

Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs

Paper • 2505.17762 • Published May 23, 2025 • 1

upvoted 3 papers 6 days ago

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

Paper • 2608.31100 • Published 9 days ago • 38

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 9 days ago • 225

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

Paper • 2609.01437 • Published 8 days ago • 259

upvoted a paper 7 days ago

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 8 days ago • 99

upvoted a paper 3 months ago

Diagnosing Harmful Continuation in Answer-Correct Long-CoT Training Traces

Paper • 2605.29288 • Published May 28 • 9

upvoted a paper 4 months ago

δ-mem: Efficient Online Memory for Large Language Models

Paper • 2605.12357 • Published May 12 • 133

upvoted a paper 5 months ago

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping

Paper • 2604.11297 • Published Apr 13 • 144

upvoted 5 papers 6 months ago

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

Paper • 2603.15726 • Published Mar 16 • 187

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 193

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

Paper • 2603.12201 • Published Mar 12 • 69

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

Paper • 2603.05890 • Published Mar 6 • 93

MediX-R1: Open Ended Medical Reinforcement Learning

Paper • 2602.23363 • Published Feb 26 • 23

upvoted 4 papers 7 months ago

From Perception to Action: An Interactive Benchmark for Vision Reasoning

Paper • 2602.21015 • Published Feb 24 • 26

Agents of Chaos

Paper • 2602.20021 • Published Feb 23 • 36

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

Paper • 2601.21937 • Published Jan 29 • 20

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 280