{"id":6010,"date":"2026-07-24T23:01:39","date_gmt":"2026-07-24T23:01:39","guid":{"rendered":"https:\/\/jonjones.ai\/uncategorized\/daily-saturday-shortcuts-stop-ai-agent-making-things-up-2026-07-25\/"},"modified":"2026-07-24T23:01:39","modified_gmt":"2026-07-24T23:01:39","slug":"daily-saturday-shortcuts-stop-ai-agent-making-things-up-2026-07-25","status":"publish","type":"post","link":"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/daily-saturday-shortcuts-stop-ai-agent-making-things-up-2026-07-25\/","title":{"rendered":"\u9031\u516d\u5c0f\u6487\u6b65\uff1a\u9632\u6b62\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u80e1\u7de8\u4e82\u9020\u76843\u7a2e\u65b9\u6cd5"},"content":{"rendered":"

Here’s the quiet fear that stops most people from letting an AI agent do real work: what if it just makes something up?<\/em> A confident, well-written, completely invented answer is the nightmare \u2014 because it doesn’t look<\/em> wrong. Good news: you can stop your AI agent from making things up with three shortcuts I wire into every agent I run. None of them require code. All of them come down to one idea \u2014 never let the agent answer from memory when it can answer from a source.<\/p>\n\n

Shortcut 1: Give it a facts file to quote from<\/h2>\n

An AI model left to its own devices will fill gaps with plausible-sounding guesses. So don’t leave a gap. Before an agent writes a word, I hand it a short “facts file” \u2014 a plain text or markdown doc with the real numbers, names, prices, and links it’s allowed to use. The instruction is blunt: “Only state facts that appear in this file. If it’s not here, say you don’t know.”<\/strong> Suddenly the agent isn’t inventing \u2014 it’s quoting. This is the same trick that turns a pile of notes into reliable agent memory<\/a>: the file is the source of truth, and the agent reads from it instead of guessing.<\/p>\n\n

Shortcut 2: Make “cite your source” a rule, not a hope<\/h2>\n

The fastest way to catch a made-up fact is to force the agent to show its work. I add one line to the prompt: “For every claim, name where it came from.”<\/strong> When an agent has to point at a source for each sentence, two things happen \u2014 it stops reaching for facts it can’t back up, and when it \u505a<\/em> slip, you can see it instantly because the citation is missing or vague. A claim with no source is a red flag you can spot in two seconds. No source, no trust.<\/p>\n\n

Shortcut 3: Draft first, verify, then send<\/h2>\n

The cheapest insurance against a hallucination reaching a real person is a gap between “written” and “sent.” I never let a new agent publish or reply straight to the world. It drafts; I (or a quick second check) verify the facts against the source; \u7136\u5f8c<\/em> it goes out. Once it’s earned trust on a narrow job, I loosen the leash \u2014 but the draft-then-verify habit is exactly how you can eventually trust an agent to run without you watching<\/a>. Where a wrong answer actually costs you money \u2014 like an AI agent answering your customers<\/a> \u2014 this gap is non-negotiable.<\/p>\n\n

\u91cd\u9ede<\/h2>\n

Hallucination isn’t a mysterious flaw you have to live with \u2014 it’s what happens when you ask an agent to answer without giving it something to answer \u5f9e<\/em>. Ground it in a facts file, make it cite every claim, and keep a draft-then-verify gap before anything reaches a real person. Do those three and the “what if it makes something up” fear mostly disappears. If you’d like a second set of eyes on where your automations could quietly go wrong, \u9810\u7d04\u7b56\u7565\u8aee\u8a62<\/a> and we’ll pressure-test it together.<\/p>\n

\u2014\u2014\u55ac\u6069<\/p>\n\n\n

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\"\u514d\u8cbb\u4eba\u5de5\u667a\u6167\u624b\u518a\u6f5b\u5728\u5ba2\u6236\u958b\u767c\u5de5\u5177\"<\/figure>\n\n<\/div>\n\n\n
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\u53d6\u5f97\u514d\u8cbb\u7684\u4eba\u5de5\u667a\u6167\u7b56\u7565\u624b\u518a<\/h3>\n\n\n

The exact systems I use to run autonomous businesses solo. Straight to your inbox.<\/p>\n\n

\n \u5f15\u6d41\u5de5\u5177 - AI \u7b56\u7565\u624b\u518a<\/legend>
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