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upvoted a paper 10 days ago

Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals

Paper • 2610.11570 • Published 11 days ago • 9

upvoted 3 papers 14 days ago

HyperBrowseComp: A Multilingual and Multimodal Stress Test for Web-Browsing Agents

Paper • 2610.03574 • Published 17 days ago • 60

PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs

Paper • 2609.34715 • Published 21 days ago • 64

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Paper • 2610.02826 • Published 17 days ago • 106

upvoted a paper 24 days ago

Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It?

Paper • 2609.27891 • Published Aug 21 • 33

upvoted a paper about 2 months ago

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

Paper • 2608.16425 • Published Aug 17 • 42

upvoted 5 papers 2 months ago

Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

Paper • 2608.11341 • Published Aug 11 • 73

Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

Paper • 2608.13417 • Published Aug 13 • 59

Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search

Paper • 2608.15669 • Published Aug 16 • 63

ASI-Bench: At the Dawn of Artificial Superintelligence

Paper • 2608.17271 • Published Aug 18 • 69

ChronoVision: Temporal Reasoning via Latent State Reconstruction

Paper • 2608.05631 • Published Aug 6 • 40

upvoted 3 papers 3 months ago

Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

Paper • 2607.16401 • Published Jul 17 • 45

UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

Paper • 2607.06987 • Published Jul 8 • 9

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

Paper • 2607.08758 • Published Jul 9 • 38

upvoted 6 papers 4 months ago

MultiHashFormer: Hash-based Generative Language Models

Paper • 2606.28057 • Published Jun 26 • 23

Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement Learning

Paper • 2606.24133 • Published Jun 23 • 12

Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining

Paper • 2606.16246 • Published Jun 19 • 4

Self-Compacting Language Model Agents

Paper • 2606.23525 • Published Jun 22 • 19

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 394

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96