{"slug": "if-unsure-ask-never-guess-ai-agent-pre-execution-checklist", "title": "If unsure, ask. Never guess. — AI Agent Pre-Execution Checklist", "summary": "A new AI agent pre-execution checklist proposes that humans declare intent and boundaries in natural language, which AI converts into executable JSON to operate autonomously but stop when uncertain, enabling safer physical AI deployment and clearer regulatory and legal responsibility.", "body_md": "**Unknown = Stop**\n\nWhen outside the boundary or uncertain, always stop and ask.\n\n**Human declares in natural language → AI converts it into executable JSON → AI executes autonomously within that structure → AI stops at Unknown**\n\nHumans define the two things AI should not invent: **intent** and **boundary**\n\nAI converts those declarations into structured execution conditions\n\nAI operates freely within those conditions\n\nWhen uncertain, it stops — it does not guess\n\nAI is free **within** declared intent and boundary\n\nPhysical AI deployment becomes easier to scale\n\nRegulatory review becomes simpler\n\nLegal responsibility becomes easier to separate\n\nNon-developers can design AI behavior through natural language\n\nThis is not “let’s control AI better.”\n\nThis is“let’s build a structure where AI can operate freely — under clearly separated responsibility and executable conditions.”\n\n**AI can run freely because there is a brake.**\n\n**You need brakes to drive on a highway.**\n\nThe title *“If unsure, ask. Never guess.”* looks like a constraint on AI.\n\nBut it is actually the **prerequisite** for AI to act freely and responsibly in the real world.", "url": "https://wpnews.pro/news/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist", "canonical_source": "https://discuss.huggingface.co/t/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist/176632#post_11", "published_at": "2026-06-15 04:05:18+00:00", "updated_at": "2026-06-15 04:23:55.651067+00:00", "lang": "en", "topics": ["ai-safety", "ai-policy", "ai-agents"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist", "markdown": "https://wpnews.pro/news/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist.md", "text": "https://wpnews.pro/news/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist.txt", "jsonld": "https://wpnews.pro/news/if-unsure-ask-never-guess-ai-agent-pre-execution-checklist.jsonld"}}