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A system prompt on a public help page is the whole lesson. I write every instruction for my agents assuming users will read it someday. If "WHAT NOT TO SAY" only works while it stays secret, it was never a guardrail. The hard rules go in code that checks the output, not in the prompt.

Are AI executives begging for immunity from damage they created with hallucinations? Is the sudden concern about "humanity" a smokescreen for a technology with a 95% failure rate? Have AI executives been making knowingly false promises for years (i.e. fraud)? www.thedataexperts.us/writing/ente...

thedataexperts.usEnterprise AI Failure Rate: Why 95% Fail, per MIT (2025)MIT's 2025 NANDA study found 95% of GenAI pilots return no measurable value. The root causes, the ROI gap, and what the 5% that succeed do differently.