Maxim Panov
2 papers · Latest:
Artificial Intelligence
Position: agentic AI orchestration should be Bayes-consistent
This paper argues for applying Bayesian principles to the orchestration layer of agentic AI systems to improve decision-making under uncertainty.
2605.00742
Natural Language ProcessingAdaptive Conformal Prediction for Improving Factuality of Generations by Large Language Models
An adaptive conformal prediction method improves LLM factuality by enabling prompt-dependent calibration, enhancing reliability and conditional coverage.
2604.13991
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