Apriel Voice 27B Preview: An Open Model for Speech, Reasoning, and Tool Use Paper • 2610.40738 • Published 6 days ago • 37
When Requirements Interact: Scaling Long-Horizon Coding via Interdependent Specifications Paper • 2610.40256 • Published 6 days ago • 11
Your Benchmark Is an Empirical Measure Over Difficulty Paper • 2610.29927 • Published 14 days ago • 26
Bridging Exploration and Persona: Information-Directed Dueling for Test-Time Agent Personalization Paper • 2610.24385 • Published 18 days ago • 4
Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution Paper • 2610.32285 • Published 12 days ago • 35
TAO: Tool-Aware Joint Scheduling for LLM-Based Agentic Serving Paper • 2610.37230 • Published 8 days ago • 28
Thinking-in-Bets at Test Time Reduces Sycophantic Revisions in LLM Agents Paper • 2610.34654 • Published 9 days ago • 11
OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images Paper • 2610.35684 • Published 9 days ago • 59
Efficient Streaming Audio-Visual Target Speaker Extraction for Real-World Acoustic Scenes Paper • 2610.32749 • Published 12 days ago • 32
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents Paper • 2610.34491 • Published 10 days ago • 23
Rollback: Experience Backtracking in World Models for Policy Improvement Paper • 2610.36068 • Published 9 days ago • 55
Continual Learning Exam: Benchmarking Long-Horizon RSI and Experiential Learning in LLM Agents Paper • 2610.33956 • Published 10 days ago • 34
HiP3R: Hierarchical Pose Graphs for Long-Horizon 3D Reconstruction Paper • 2610.31635 • Published 13 days ago • 25
JockeyBench: Evaluating LLM Agents on Horse-Racing Decision-Making Paper • 2610.19589 • Published 21 days ago • 6
Co-adaptive Rule Routing and Constraining for Structured Knowledge Retrieval Paper • 2610.14465 • Published 18 days ago • 4
SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs Paper • 2610.31062 • Published 13 days ago • 12
SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS Paper • 2610.26252 • Published 16 days ago • 6
VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents Paper • 2610.28679 • Published 16 days ago • 15
SciΠvot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents Paper • 2610.21082 • Published 20 days ago • 13
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination Paper • 2610.29934 • Published 14 days ago • 6