Not just tool orchestration: agents that autonomously adapt the discovery loop

yusufroohani · x · 2026-11-04

The author notes that agents have mostly been deployed to improve throughput by orchestrating tools. Their systems instead improve outcomes by autonomously adapting the discovery loop itself — tackling noisy evaluations, costly experiments, and staying on task over long horizons.

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