human in the loop evaluation

3 articles · 5 co-occurring · 0 contradictions · 11 briefs

For trust & safety and security, there SHOULD always be a human in the loop with the ability to deny tool invocations. Applications SHOULD provide UI that makes clear which tools are being exposed to

Related concepts

model selection strategy 2 tool integration patterns 1 security and privacy controls 1 multi agent orchestration 1 context window management 1

Signal history

2026-W15

2026-W14

Evidence chain (3 articles, showing 3)

Tools - Model Context Protocol supports

For trust & safety and security, there SHOULD always be a human in the loop with the ability to deny tool invocations. Applications SHOULD provide UI that makes clear which tools are being exposed to

@cameron_pfiffer: I was on vacation for two weeks and our digital coworker basically took care ... example_of

Basically 3-4 interjections for me across maybe 60+ user support threads" — Demonstrates human-AI collaboration pattern where AI handles the bulk of work autonomously and human only intervenes when ne

How Roblox Uses AI to Translate 16 Languages in 100 Milliseconds extends

[inferred] "Roblox also created their own system to check translation quality without needing human references." — Extends evaluation concept with reference-free quality assessment approach. Shifts fr

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