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Model Integrity and Poisoning — Clarity Today

Topic

Model Integrity and Poisoning

Tampering with model definitions, prompt templates, or serving configuration so that agent output is manipulated without visible signs.

Current clusters

product1 distinct publisher

Nvidia's agent sandbox holds; the model server underneath it answers to any browser tab

Oasis Security says CVE-2026-65105 lets one malicious page reach the Ollama instance behind a NemoClaw agent and rewrite the template every prompt passes through.

Publishers:siliconangle.com

Reality

Evidence52
Adoption: Insufficient
Hype gap+18
Incentives72

Confidence48