VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM Agents
Paper • 2610.28679 • Published • 31
M Saad Salman
MSS444
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upvoted a paper 3 days ago
VerifierBench: Benchmarking the Generation of Executable Verifiers for LLM AgentsOrganizations
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upvoted 7
papers 3 days ago
Which Agent's Skill Should Change? Group-Relative Credit Assignment for Evolving Multi-Agent Teams
Paper • 2610.27227 • Published • 22
Building AI Research Teams for Autonomous Discovery of Linear Attention Architectures
Paper • 2610.28887 • Published • 44
DeLoop: Repeated Actions as Self-Supervision for Long-Horizon Agents
Paper • 2610.19376 • Published • 32
Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We Thought
Paper • 2610.30755 • Published • 23
Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models
Paper • 2610.25100 • Published • 50
IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems
Paper • 2610.30949 • Published • 100
upvoted 3
papers 13 days ago
One Model to Loop Them All: Elastic Latent Recurrence for Language Models
Paper • 2610.12582 • Published • 19
Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition
Paper • 2610.12341 • Published • 50
Thinking Inertia: LLMs Keep Thinking When Told Not To
Paper • 2610.11765 • Published • 245
upvoted 4
papers 18 days ago
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles
Paper • 2610.09832 • Published • 18
Agentic RAG Evaluation: Budget Allocation Across Questions, Trajectories, and Reads
Paper • 2610.05034 • Published • 23
Recurrent Looped Transformer
Paper • 2610.07591 • Published • 36
Questioning the Questions: Sustaining Self-Evolution in Reasoning Models
Paper • 2610.04299 • Published • 85
upvoted 2
papers 20 days ago
upvoted 3
papers 21 days ago
upvoted a paper 24 days ago