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Monday 06 July 2026 12:48:41 GMT
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devordagi gilami olib yerga sogan biz boʻlamiz
2026-07-06 16:38:39
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Claude Code confidently told me those were industry standards and real numbers — they were completely made up. That's not a one-off glitch, that's the pattern, and if you're not catching it, you're bleeding hours you'll never get back. I've spent five, ten, even twenty hours on things that should have taken one or two — because the AI walked me down the wrong path with total confidence, over and over again. That's the real cost nobody talks about when they're hyping up these tools. Claude Code is impressive, yes. But impressive and accurate are two very different things. Hallucination in LLMs isn't a minor bug. It's baked into how these models work. They don't know what they don't know, and they'll fill the gaps with whatever sounds plausible. I've gotten to the point where I can feel when it's lying — the slightly too-clean explanation, the suspiciously round numbers, the
Claude Code confidently told me those were industry standards and real numbers — they were completely made up. That's not a one-off glitch, that's the pattern, and if you're not catching it, you're bleeding hours you'll never get back. I've spent five, ten, even twenty hours on things that should have taken one or two — because the AI walked me down the wrong path with total confidence, over and over again. That's the real cost nobody talks about when they're hyping up these tools. Claude Code is impressive, yes. But impressive and accurate are two very different things. Hallucination in LLMs isn't a minor bug. It's baked into how these models work. They don't know what they don't know, and they'll fill the gaps with whatever sounds plausible. I've gotten to the point where I can feel when it's lying — the slightly too-clean explanation, the suspiciously round numbers, the "industry standard" that doesn't exist anywhere in actual documentation. That pattern recognition took hundreds of hours to build. You can add rules to your Claude Code setup — tell it to confirm claims against official documentation, add guardrails, structure your prompts tighter. Those things help. They don't solve it. If you're putting in over a thousand hours with these AI coding tools and you haven't hit this wall yet, you will. The move isn't to abandon AI-assisted development. The move is to stop outsourcing your judgment to it. Use it fast, verify faster, and never let it be the last word on anything technical. I've mapped out exactly how I work with these tools now — the full blueprint of what I'm building and how I'm actually using AI without losing days to hallucination rabbit holes. If you want that, it's yours — just drop a comment and I'll send it over directly. #claudecode #AIcoding #llmhallucination #softwaredevelopment #aitools https://Ai.KevinUnk.com

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