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Applied AI·June 1, 2026·1 min read

AI Agent Guidelines for CS336 at Stanford

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When a Stanford CS course publishes formal AI agent guidelines, agentic workflows just moved from hacker toy to default curriculum. Expect the next generation of engineers to design systems around orchestration and delegation — not monolithic apps — and staff your teams accordingly.

Applied AI

Hackers say they used Meta's AI support chatbot to change emails tied to Instagram accounts amid a wave of high-profile account takeovers; Meta fixed the issue (Jason Koebler/404 Media)

AI support became a new attack surface — social engineering the model was enough to rewrite account ownership. If you're deploying AI into customer support or ops, treat it like a privileged employee: enforce hard policy constraints, add human-in-the-loop on sensitive actions, and red-team prompt-based exploits this week.