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Michael Kirchhof
Researcher

Michael Kirchhof

Research Scientist at Apple

LinkedIn@mkirchhof_

Michael Kirchhof is a Research Scientist at Apple working on trustworthiness and uncertainty in machine learning.

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Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
Apple Machine Learning ResearchcautiousMar 25, 2026

“Co-authored research on semantic calibration emergence in LLMs.”