Get Started
Home
Topics
Search
Library
Research questionHow can multimodal agents collaborate asynchronously under time pressure with split information and imperfect communication?The agents must maintain a shared understanding and act quickly despite seeing different parts of the task. Delays, ambiguous messages, and state-tracking errors can prevent success even when the necessary information is available across the team.
AI
AI Agents
Evaluation & Benchmarks
Multi-agent Systems
Multimodal Models
Latest papersRecent research connected to this question, newest first.GPTNT: Benchmarking Real-Time Collaboration Between Multimodal Agents on Keep Talking And Nobody ExplodesThe evidence comes from GPTNT, a procedurally generated Keep Talking and Nobody Explodes benchmark in which one agent sees and manipulates the bomb while another has the defusal manual. Agents act asynchronously in real time against a countdown; experiments examine failures in state tracking, time-efficient action, ambiguity handling, and error recovery, with optional withholding of the manual or partner.research paper · Sep 4, 2026
Related questions
How can heterogeneous AI agents interoperate across frameworks, tools, and execution environments?How can multimodal language-model agents coordinate hidden prerequisites during long-horizon open-world exploration?How can collaborative perception keep heterogeneous modalities semantically consistent in a shared protocol space?How can full-duplex voice agents infer role-implied behavior while managing overlapping speech and conflicting instructions in real time?