Research
Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review (opens in a new tab)
arXiv cs.AI ·
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When Interfaces Speak: Data-Aware Generative UI Harness for Active Interaction (opens in a new tab)
arXiv cs.AI ·
Research
What to Admit and How to Present: Governing Persistent Memory in LLM Agents (opens in a new tab)
arXiv cs.AI ·
Research
LLM-IDEA: Identifiability-Driven Experimental Agent for Autonomous Discovery of Mechanistic World Models (opens in a new tab)
arXiv cs.AI ·
Research
MedBenchAgent: Towards Systematic Automation of Medical VLM Benchmark Construction (opens in a new tab)
arXiv cs.AI ·
Research
The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate (opens in a new tab)
arXiv cs.AI ·
Research
DuplexAgent-RSI: Recursive Harness Improvement for Full-Duplex Voice Agent Collaboration (opens in a new tab)
arXiv cs.AI ·
Research
Distillation for Incrimination and Distillation for Capabilities (opens in a new tab)
arXiv cs.AI ·
Research
Learning How to Search for Plans with Exponentially Less Space (opens in a new tab)
arXiv cs.AI ·