Heartbeat Thinking: Speculative Reasoning and Tool Execution While Listening in Realtime Voice Agents Paper • 2610.26233 • Published 10 days ago • 36
PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking Paper • 2610.27628 • Published 9 days ago • 168
BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 15 days ago • 499
Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 19 days ago • 89
Grounded Skill Synthesis from Code at Scale for Agentic Intelligence Paper • 2609.05571 • Published Sep 4 • 119
ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction Paper • 2608.13622 • Published Aug 13 • 17
Who's Your Judge? On the Detectability of LLM-Generated Judgments Paper • 2509.25154 • Published Sep 29, 2025 • 30
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens Paper • 2508.01191 • Published Aug 2, 2025 • 192
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation Paper • 2505.18759 • Published May 24, 2025 • 14
Preference Leakage: A Contamination Problem in LLM-as-a-judge Paper • 2502.01534 • Published Feb 3, 2025 • 39
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Paper • 2411.16594 • Published Nov 25, 2024 • 39