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IBM's chief commercial officer argues AI at infrastructure scale must be open and inspectable. With the EU AI Act going into full enforcement in August and Anthropic's Mythos still behind a private access program, this governance debate has a hard date.
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Court depositions describe DOGE staffers using ChatGPT to flag humanities grants as DEI and terminate them -- no domain experts, no review, just a chatbot and a spreadsheet deciding $100 million in funding.
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Enterprise AI security now requires two disciplines at once: policy-level governance for agents and hard application security work in the toolchain beneath them.
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Unit 42 on agent risk, Cloudflare on data-locality controls, and the ICML enforcement controversy all point to the same thing: governance only counts when it's technically enforceable and organizationally defended.
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