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Most companies wrote their AI policy before they had any idea how much AI they were running.
Writing the policy is the easy part. The AI it governs is mostly invisible: shadow models, AI features inside SaaS tools, employees pasting company data into public generative tools. You cannot govern what you cannot see. Discovery comes first, and it never stops.
Long-form whitepaper is at https://themoderncdo.gumroad.com/l/s2e23-policy-without-an-inventory
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ALTRI EPISODI IN QUESTO PODCAST
Most AI governance ends at the moment the real risk begins. The day a model goes live is the day it starts to drift.
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For fifty years, the rule was simple: garbage in, garbage out. Bad data produced output that obviously looked bad, so someone caught it and fixed it. AI broke that bargain. Feed a copilot flawed data and it returns a fluent, confident, well-structured answer that happens to be wrong, and nothing on…
The moment a real decision can be blamed on a model, you have built a machine for laundering accountability.
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A model can be 95 percent accurate and systematically unfair to the people who matter most. The aggregate number hides it.
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Generative AI is most dangerous at the exact moment it is most convincing.
It fails fluently. It produces a confident, polished, authoritative falsehood with no signal that it is wrong, leaks whatever an employee feeds it, and varies its output from one run to the next. Govern the real failure mode…
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