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About Research Blog

Where unfinished ideas live.

Essays on AI research, how models make decisions, and questions worth following before they have neat answers.

What changes when you change just one thing?

Flipping one detail of a bet moved ten models’ estimates toward the side they preferred. Their promises of fairness predicted nothing.

© 2026 Shlok Shah

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