This is Module 1 of 5, free to preview. The full program, assessment, and certificate of completion require enrollment.
AI Risk Awareness for Government Contractors · Module 1

How AI Systems Actually Work

What happens to the information you type — and why it matters on government work

What AI Actually Is

The fastest way to understand artificial intelligence is to begin with what it is not. AI is not a brain. It is not conscious. It does not understand contracts, security requirements, or the sensitivity of the information you handle. It does not know whether its output is accurate.

Modern AI is a pattern-recognition and pattern-generation system trained on enormous amounts of text. When prompted, it produces statistically plausible text — which is not the same as correct, current, or authorized.

Key Mental Model:

AI is a pattern-matching system, not a thinking one. Confidence in AI output is not evidence of accuracy. A fluent, well-formatted answer about a requirement, a clause, or a technical fact can be entirely wrong.

Plausible Is Not the Same as Correct

An AI can produce a confident summary of a contract requirement or a regulatory clause and be wrong. Polish is not accuracy. On government work, acting on confidently wrong AI output can create contractual and security problems.

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Modules 2 through 5, the final assessment, your certificate of completion, and quarterly AI update briefings are included with enrollment.

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