CELESTIR

At the edge of what intelligence can do.

Five open questions guide our applied research. We work where capability meets uncertainty, consequence, and human judgment.

Calibration and uncertainty. Reliability of AI in production. Verifiability. Measuring human capability in an AI era. Human and AI collaboration.