What does the Colorado AI law actually require?
It requires companies using high-risk AI to run a risk management program, to document impact assessments, to disclose when an automated system has made a consequential decision, and to give the affected person a route to appeal. In short, it asks you to know what your systems are doing to people and to be able to show your work.
Why does a single state law matter nationally?
Because it is the first of its kind to take effect on US soil, and first laws become templates. Other states and regulators tend to borrow the structure that already exists rather than invent their own from scratch. Treating this as a local issue misses the point. It is the shape of what is coming more broadly.
What should a company do before the deadline?
If AI sits anywhere near hiring, lending, insurance, or any decision about a person in your business, begin the governance work now. Map where automated decisions are made, document how they are made, and build the ability to explain and appeal them. The companies that build this early are the ones that will still be allowed to use AI in three years. The compliance work is far cheaper before the first complaint than after it.
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