classificationuncertainty
A confidence score is not an answer
Your model says 90%. It does not say what kind of 90% it is.
Machine learning / decision theory12 min
01.0Lab
The engineering principles of concept formation
A transdisciplinary research initiative studying distinction and its dynamics — across philosophy, formal logic, cognitive science, and the technologies that depend on them.
02.0
Research
Five domains of one apparatus.
If concept formation has engineering principles, those principles apply wherever concepts form — in philosophy, in formal systems, in machine learning, in lived experience.
01
Folding with the Machine: Recursive Co-Construction in Large Language Models
Politecnico di Torino (Jun 2026)
02
The Fold as Dialogue: Toward a Recursive Formalism
University of Konstanz (Jun 2026)
03
From Smoothing to Stability: Contradiction, Delay, and the Development of Resilient Minds with AI
CSIC Madrid (Jun 2026)
04
The Failure of Reflection: Différance, Stabilization, and the Resistance to Crystallization
École Normale Supérieure (ENS) Paris (Jul 2026)
04.0
Writing
