Muhammad Ahmad

Muhammad Ahmad is a computer scientist and AI enthusiast. His work revolves around exploring how intelligent systems interact with complex environments, building robust AI solutions, and evaluating autonomous agents to bridge the gap between cutting-edge technology and practical applications.

1 article by Muhammad Ahmad

AI Safety & EthicsPaper
Oct 15, 2026

Poisoned Logs and Broken Trust: Why Autonomous Recovery Agents Need Adversarial Telemetry Evaluation

Logs can guide an AI recovery agent - or mislead it. This research perspective examines poisoned telemetry, indirect prompt injection, and how executable environments can measure repair success and resistance to hostile instructions separately.

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