Author

Prakash Vaithyanathan

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#software testing Open access Oct 2026

Could AI Hack Your Smart TV? A Live Warning Number That Keeps the Film Playing and Moves Only the Strange App Aside

A smart television is a small computer in the living room, with a network connection, often a microphone and sometimes a camera. In October 2026 owners began using AI coding agents to open their own televisions, which shows how open these devices have become and raises the question of what protects a television from so...

Prakash Vaithyanathan · Zenodo (CERN European Organi... · 0 citations

#explainable ai Open access Oct 2026

A Warning Number for AI Checked by Formal Proof: Seeing Drift in the Verifier's Own Results

A growing way of making AI trustworthy is to let a formal verifier, such as a Lean proof checker, examine each output or action of the AI and accept or block it. The verifier gives a clear yes or no for each item, but it does not say whether the AI behind it is slowly drifting. This concept note describes a number calc...

Prakash Vaithyanathan · Zenodo (CERN European Organi... · 0 citations

#software testing Open access Oct 2026

Proactive Early Warning from the Recovery Speed of a Temple-Worn Brain Blood-Flow Signal: A Concept Note on the Raw Readings Required

Brain blood flow is now measurable at the temple. But a level tells you where the flow is now. It does not tell you what is coming. This two-page concept note proposes a proactive layer. Watch how quickly the signal settles after small everyday bumps. When settling slows for a person, give a gentle prompt before they f...

Prakash Vaithyanathan · Zenodo (CERN European Organi... · 0 citations