Author

Neeraj Kumar Singh Beshane

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Preprint Sep 2026

PerceptFence: Content-Mediation Architecture and Deterministic Coverage for Screen-Share AI Assistants

Live screen-share AI assistants observe raw screen and speech streams, but users have little runtime control over what an assistant may observe, retain, or disclose. Prompt-level privacy settings are insufficient because sensitive content enters through the capture stream. We present PerceptFence, a content-layer media...

Asmita Negi, Neeraj Kumar Singh Beshane · 0 citations

Preprint Aug 2026

The Acknowledgment Point Is the System: Durable Policy-Decision Receipts for AI Audit Evidence

The resulting research prototype binds each deterministic policy decision to the exact policy source, commits a privacy-minimizing record at a caller-selected synchronization boundary, and returns an Ed25519-signed receipt that states whether that boundary completed.

Neeraj Kumar Singh Beshane · 0 citations