arXiv Artificial Intelligence

Can AI Scientists Coordinate at Runtime?

1 hour ago 02.10.2026 07:00 👁 1 views
Can AI Scientists Coordinate at Runtime?

Quick summary

arXiv:2610.00980v1 Announce Type: cross Abstract: Multi-agent AI scientists have shown improving performance across a diverse range of tasks. Yet a common approach is design-time agentic orchestration, which typically relies on fixed workflows. In contrast, human scientists coordinate and adjust their division of labor at runtime. We therefore ask: can AI scientists also coordinate at runtime? To this end, we introduce Runtime Agent Coordination (RAC), which selects agents from existing AI-scientist hosts during execution, assigns scoped work contracts, and provides artifact-grounded verificat

Key takeaways

  • arXiv:2610.00980v1 Announce Type: cross Abstract: Multi-agent AI scientists have shown improving performance across a diverse range of tasks.
  • Yet a common approach is design-time agentic orchestration, which typically relies on fixed workflows.
  • In contrast, human scientists coordinate and adjust their division of labor at runtime.

Why it matters

The importance of “Can AI Scientists Coordinate at Runtime?” will be measured by what changes in practice. User behavior, access conditions, verifiable performance and responsible-use outcomes are the signals worth following.

Kaynak sitede devamını oku: arXiv Artificial Intelligence ↗