Human-in-the-Loop

The Biggest Lie About AI: That Humans Are Just a Backup Plan

📅 July 24, 2026 📂 AI & Machine Learning

Most discussions frame human-in-the-loop as a safety net for AI errors. This paper flips it: humans are needed even when AI is perfectly correct—because AI can’t see what the prompt didn’t ask. The real threat isn’t bad AI answers, but good AI answers to the wrong questions.

AI AI Design Automation Decision Making Epistemic Human-in-the-Loop

The AI Agent That’s Not Autonomous (And Why It’s Smarter That Way)

📅 July 24, 2026 📂 AI & Machine Learning

The industry’s obsession with fully autonomous AI agents is a mistake. The most effective agents are those that know when to defer to humans, using bounded autonomy to maximize safety and utility. Here’s why building an agent that stops itself is the smartest move you can make.

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