Author

Sujit Gujar

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Preprint Aug 2026

Resourced Authority A Mechanism-Design Model for Participatory Governance of Deployed AI Agents

A formal mechanism design model for the continuous participatory governance of a deployed AI agent built on the principle that governance should control an AI agent through resource allocation so as to make authorization self enforcing via compute budgets to establish the Safe AI paradigm that compute is an effective g...

Praphul Chandra, Sujit Gujar, Ganesh Ghalme · 0 citations

#artificial intelligence Preprint Sep 2026

Fair Stable Matching: A Nash Social Welfare Approach

While traditional stable matching algorithms, such as the Gale-Shapley algorithm, prioritize stability, they may fall short of achieving equitable outcomes among participants. We study the role of \emph{Nash social welfare} (NSW) as a fairness objective in the classic \emph{stable marriage problem}. We develop \texttt{...

P. Desai, M. Rasheed, Ganesh Ghalme et al. · 0 citations

Preprint Aug 2026

Fairness Auditing: Lower Bounds on Company Manipulation

This work forms fairness auditing as a min-max optimization between a computationally unbounded company and a budget-constrained auditor, and demonstrates that increasing audit resources reduces, but does not eliminate, the scope for post-audit manipulation.

Rachit Verma, P. Manisha, Sujit Gujar · 0 citations