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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.

I'd love a companion test on the defender's side: the same budget, the same target, and agents trying to harden the system. The useful comparison is how the balance changes, beyond either demo.

IT security specialists around the world are all-in on using agentic AI to harden their systems -- and relying on tools like Anthropic's Claude to help them be more effective at their jobs. Meanwhile, It's mostly open weight Chinese systems that are used to stage attacks, as Anthropic noted.