AI & Automation
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Why AI Writing Has the Same Shape Every Time
Every article our system wrote had the same skeleton: a hook, three points, a tidy summary. Breaking that shape did more for sounding human than any…
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When an Automated Job Fails, Don’t Lose the Work
A scheduled job failed partway through. Instead of vanishing, it waited in a holding list and finished cleanly the next morning. What we learned about temporary…
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You Can’t Prompt Your Way Out of AI Hallucination
A strict ‘never invent facts’ prompt cut hallucination sharply but never to zero. What finally stopped the confident fabrications, and why the prompt is only layer…