# How Third Moment Research runs 10,000 agents for 36+ hours > Source: > Published: 2026-10-15 07:45:54.382510+00:00 [OpenAI](https://openai.com/index/third-moment-research) ### How Third Moment Research runs 10,000 agents for 36+ hours Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated. A single orchestration now sustains 10,000 concurrent agents running coherently for 36+ hours, meaning multi-day autonomous workflows are a live capability rather than a research demo. If your agents currently degrade or lose context over long horizons, the constraint is shifting from "can an agent stay on task" to how you budget compute, checkpointing, and guardrails across days-long runs at that fan-out scale. 10,000 agents are being run continuously for 36+ hours, shifting agent systems from short task executors to long-horizon workers that can persist, adapt, and improve over time. For production teams, the hard problem moves to orchestration: checkpointing, evals, security boundaries, cost control, and failure recovery become core infrastructure rather than optional tooling.