FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published 23 days ago • 77
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 23 days ago • 126
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published 23 days ago • 126
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors Paper • 2605.31042 • Published May 29 • 19
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning Paper • 2605.24486 • Published May 23 • 6
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning Paper • 2605.24486 • Published May 23 • 6
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent Paper • 2605.24468 • Published May 23 • 9
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent Paper • 2605.24468 • Published May 23 • 9
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 9
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 9