State Tracking Mitigates Prompt Injection and Security Risks
matei_zaharia · x · 2026-07-08
Matei Zaharia provided further examples of state tracking's utility: limiting the impact of prompt injection by logging whether an agent has read untrusted external content; and calculating a risk score for each session based on the agent's actions (such as browsing the web, downloading software, or accessing documents) to inform subsequent decisions.
Related event: Matei Zaharia Introduces Open-Source Omnigent for Contextual Agent Security(6 posts)→
More from coding & agent
- Agent-built classifier labels 192k docs for $0.70 vs $13-26 with frontier LLMs — vanstriendaniel · 2026-09-11
- MathModelAgent gains traction: auto-solves math modeling and writes a submission-ready paper — jihe520 · 2026-09-11
- alphaXiv open-sources OpenResearch to run parallel research agents with any model — alphaXiv · 2026-09-11
- DeskcommCRM: open-source AI sales CRM with native agents and WhatsApp hits 1k stars — melgarafael · 2026-09-11
- hyperresearch: agent-driven knowledge base that turns web research into a searchable wiki — jordan-gibbs · 2026-09-11
- Forter's 13 lessons from its agent sprint: skip custom RAG, lean on mature enterprise search — bibryam · 2026-09-11