Reasoning Shift: How Context Silently Shortens LLM Reasoning
Paper • 2604.01161 • Published • 32
Research to build upon
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Steerable Visual Representations
Paper • 2604.02327 • Published • 56 -
The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning
Paper • 2604.06427 • Published • 11 -
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 29 -
Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
Paper • 2604.12373 • Published • 9 -
GlotOCR Bench: OCR Models Still Struggle Beyond a Handful of Unicode Scripts
Paper • 2604.12978 • Published • 5 -
Target Policy Optimization
Paper • 2604.06159 • Published • 23 -
IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures
Paper • 2604.07709 • Published • 1 -
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
Paper • 2604.19667 • Published • 23 -
AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
Paper • 2604.18240 • Published • 17 -
Code-Switching Information Retrieval: Benchmarks, Analysis, and the Limits of Current Retrievers
Paper • 2604.17632 • Published • 12 -
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Paper • 2604.17308 • Published • 23 -
Code as Agent Harness
Paper • 2605.18747 • Published • 224 -
AI for Auto-Research: Roadmap & User Guide
Paper • 2605.18661 • Published • 69 -
Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?
Paper • 2605.22109 • Published • 171 -
Foundation Protocol: A Coordination Layer for Agentic Society
Paper • 2605.23218 • Published • 81