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AI Epistemic Dynamics
How does AI reasoning change over long conversations? I study how reasoning errors appear, spread, and become harder to correct over time.
Diana Xiao / Independent AI Research
A long-term independent research program exploring how artificial intelligence can become more rational, reliable, and cognitively responsible.
Research Directions
01
How does AI reasoning change over long conversations? I study how reasoning errors appear, spread, and become harder to correct over time.
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What makes an AI system responsible? My research examines responsibility at both the cognitive and system levels.
03 / Future
The long-term goal of LogosAI is simple: build AI that reasons better.
Explore LogosAI
Three papers across epistemology, AI reliability, and rational artificial systems.
02PhiloVenture, the philosophy app where the research journey began.
03A personal account of uncertainty, self-directed learning, and returning to research.
04The origins, questions, and long-term direction of LogosAI.