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Large Language ModelsAI Coding AssistantsZenn AI/MLPublished: Oct 23, 2026, 01:00 JST

Claude Code wrote 29 drafts; separate AI found 24 errors

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Claude Code wrote 29 drafts; separate AI found 24 errors

3 Key Points

  1. What happened

    Claude Code produced 29 article drafts — roughly 96,000 characters and 104 images in about two hours — and a separate AI, checking each against the source records, flagged 24 errors and overstatements.

  2. Why it matters

    The drafts were natural to read, so a reader alone would not have caught the mistakes; having a different AI verify each article against the source records appears to be what surfaced them.

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Context & Analysis

The author's goal was to hand both writing and fact-checking to AI, because publishing articles as a side job leaves no time to research each piece by hand. The approach was to use a different AI from the one that wrote the drafts. Two separate AIs were set up to compare each number and claim against the original records. The 24 problems were not limited to mistaken figures; plausible-sounding reasons and background absent from the records had slipped into the transitions between sentences. Some articles could be read as meaning the opposite of what the records concluded. The author notes that a follow-up article covers the types of errors and how much AI was used to check them.

FAQ
What kinds of errors did the AI find?
They were not only swapped numbers; plausible reasons and background not in the records slipped into the connections between sentences.
Could the writer have caught these alone?
The author says the drafts were natural to read and the errors were not noticeable just by reading.
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