Work

Research tools, learning systems, and explorations at the intersection of cognition and computation.

4 projects

ATOM

Verified reasoning through multi-model consensus

A reasoning engine that decomposes complex questions into atomic claims, then verifies each through multi-model consensus rather than trusting any single LLM.

active

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Lumin

A sanctuary for mastery in an age of AI

A learning platform that inverts the default: AI produces draft knowledge artefacts, you curate and refine them into genuine understanding.

active

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Cove

Spaced repetition that respects forgetting

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A retention system built around the forgetting curve, scheduling reviews at the precise intervals where memory is about to decay.

Also exploring

SOCI Social cognition in multi-agent systems