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cs.AI2026
The Privacy-Hallucination Tradeoff in Differentially Private Language Models
Krithika Ramesh, Krishna Pillutla, Danish Pruthi +1
Both privacy and factual accuracy are paramount in high-stakes domains like healthcare. Concerningly, we uncover and investigate a privacy-hallucination tradeoff in differentially…
cs.AI2025
Beyond World Models: Rethinking Understanding in AI Models
Tarun Gupta, Danish Pruthi
World models have garnered substantial interest in the AI community. These are internal representations that simulate aspects of the external world, track entities and states, capt…