The primary objective of this project is to establish a framework for reliability assurance and uncertainty quantification in agentic LLM systems. This effort will focus on developing principled methods to capture and bound the uncertainty that arises as reasoning unfolds across extended trajectories of autonomous actions. By leveraging compositional reasoning techniques, the project will enable trajectory-level reliability guarantees that reflect how local uncertainties accumulate through structured chains of decisions.
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Job Type
Full-time
Career Level
Intern
Education Level
No Education Listed
Number of Employees
1,001-5,000 employees