{"slug": "the-checklist-you-write-forces-ai-to-stop", "title": "The Checklist You Write Forces AI to Stop", "summary": "A new proposal outlines a runtime-enforced checklist mechanism to prevent AI agents from guessing or filling gaps in user instructions, aiming to reduce errors and accidents as voice-controlled agents and APIs expand. The document targets AI providers and agent platform developers, arguing that current structures fail to enforce the rule of asking when unsure.", "body_md": "This is a reorganized version of the earlier discussion:\n\nThe full document is here:\n\nEveryone knows the rule.\n\n**If unsure, ask. Never guess.**\n\nBut the problem is not the rule. The problem is the **structure that enforces it**.\n\nAI cannot follow this rule by intention alone. “Ask if unsure” should not remain a sentence inside a prompt. It can become a **runtime-enforced structure** — one that records what was known, what was not known, and whether required conditions were complete before any action is taken.\n\nThis document is aimed at **AI providers, agent platform developers**, and anyone defining how AI agents execute actions.\n\n**Level 1 failures** — AI guessing and filling gaps — are already happening today, often mistaken for ordinary errors.\n\n**Level 3 failures** — where the actual action cannot even be confirmed from the user’s words — will grow as voice-controlled agents and new APIs expand.\n\nIf the system guesses the action, it is not executing. It is **creating an accident**.\n\nThe 12 slides propose a concrete mechanism for that moment.\n\n**The Checklist You Write Forces AI to Stop.**", "url": "https://wpnews.pro/news/the-checklist-you-write-forces-ai-to-stop", "canonical_source": "https://discuss.huggingface.co/t/the-checklist-you-write-forces-ai-to-stop/177194#post_1", "published_at": "2026-06-27 06:54:31+00:00", "updated_at": "2026-06-27 07:09:17.547236+00:00", "lang": "en", "topics": ["ai-safety", "ai-agents", "ai-policy", "ai-research"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/the-checklist-you-write-forces-ai-to-stop", "markdown": "https://wpnews.pro/news/the-checklist-you-write-forces-ai-to-stop.md", "text": "https://wpnews.pro/news/the-checklist-you-write-forces-ai-to-stop.txt", "jsonld": "https://wpnews.pro/news/the-checklist-you-write-forces-ai-to-stop.jsonld"}}