Topic / T SALON
Security
T Salon's collection on AI security — new attack surfaces introduced by autonomous agents, persistent risks such as memory poisoning, and the long-term controls enterprises need when deploying agents.
2 stories
- 2026.09.01
Memory Poisoning: How Untrusted Information Persists Across Agent Tasks
Prompt injection can lead to memory poisoning when manipulated content is stored and reused. We distinguish malicious poisoning from accidental contamination and outline six checks for agents that retain information across tasks.
- 2026.07.20
Hugging Face’s AI-Driven Intrusion Disclosure: Impact, Remediation and Forensic Lessons
Hugging Face disclosed an autonomous agent intrusion into part of its production infrastructure. We separate confirmed impact from open questions and discuss preparation for controlled, locally hosted forensic analysis.