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Bounded Autonomy and Human-in-the-Loop

Autonomy is not a switch, it is a dial set per action. The design question is which actions an agent may take alone, which need approval, and which it must never take, and the answer follows from reversibility and cost rather than from how confident the model seems.

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LESSONS THAT TEACH THIS

The FDE EngagementSort every action by how hard it is to undo, then design from that list15 min→

PRACTICE THIS IN REAL QUESTIONS

Behavioral & Customer ScenariosWhy customer-facing instead of pure engineering? Convince me you won't quit in a year.→RAG & Agent System DesignWhen is an agent the wrong answer? Argue against building one.→AI Security, Privacy & GovernanceWalk me through the OWASP LLM Top 10, which two risks would you prioritize for an enterprise agent deployment?→AI Security, Privacy & GovernanceWhat is 'excessive agency' in an agentic system, and what controls actually limit it?→ML System Design (Product)Design a system to detect bots and inauthentic accounts in real time.→AI Security, Privacy & GovernanceYour LLM agent is vulnerable to prompt injection that reveals the system prompt. How do you defend it?→