Writeups // Live validation

What Cascade saw
in real time.

Long-form post-mortems from live deployments. Each writeup walks through what the system predicted, what subsequently happened, and what we got wrong. No cherry-picking.

April 2026//12 min read

23 Days Inside the Largest Energy Crisis in History

Cascade ran continuously for 23 days during the Iran-Hormuz crisis, producing autonomous strategic assessments at sub-five-minute intervals. Ten of ten major predictions confirmed by IMF, IEA, and UNDP. Four predictions preceded the confirming events.

Live validationGeopoliticalEnergy
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