Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 27 days ago • 56
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 27 days ago • 56
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published Oct 1 • 12
SPADE: Self-Play in Adaptive Synthetic Executable Environments Paper • 2608.19197 • Published Aug 19 • 48
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL Paper • 2607.04412 • Published Jul 5 • 37
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 42
Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization Paper • 2605.26457 • Published May 26 • 5
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 57
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 57
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 14
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 14
Reasoning over mathematical objects: on-policy reward modeling and test time aggregation Paper • 2603.18886 • Published Mar 19 • 6
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Paper • 2605.09063 • Published May 9 • 83
Efficient Long Context Language Model Retrieval with Compression Paper • 2412.18232 • Published Dec 24, 2024 • 1
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors Paper • 2601.07226 • Published Jan 12 • 33
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors Paper • 2601.07226 • Published Jan 12 • 33
Measuring Sycophancy of Language Models in Multi-turn Dialogues Paper • 2505.23840 • Published May 28, 2025 • 4
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs Paper • 2508.13141 • Published Aug 18, 2025