Experiment

Experiment

Decision Speed

Decision Speed

Method

Method

Aug 14, 2025

Aug 14, 2025

OODA Loops with AI

Shorten Observe–Orient–Decide–Act cycles with AI sparring and debrief loops.

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Randy Roberts

Full stack creator

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Randy Roberts

Problem / Question We Started With

Shorten Observe–Orient–Decide–Act cycles with AI sparring and debrief loops.

What We Tried

  • Define a falsifiable question.

  • Prototype a minimal interface/agent in 1–2 weeks.

  • Run structured trials with clear metrics.

What We Learned (so far)

  • Early signals are promising; we’re collecting more evidence.

  • Related patterns will be linked here as they mature.