What Do You Want From AI?

That is the question MIT forgot to ask.

Researchers tracked 67 people for four weeks using AI to verify news headlines. When the AI was taken away, their ability to spot fake news had dropped 15 points below where they started. The researchers called it the AI dependency paradox. They said AI was acting as a crutch instead of a coach.

They’re not wrong about what they found. They’re wrong about what it means.

The study measured people using AI with no governance standard. No requirement to engage. No challenge mechanism. No process that asked the user to think before accepting the answer. Just a chatbot delivering verdicts and a user receiving them. Of course dependency developed. That’s what happens when a tool does your thinking and asks nothing in return.

That is not an argument against AI. That is an argument for governed AI.

There is a difference between a tool that replaces your judgment and a tool that sharpens it. The difference is not in the technology. It is in the architecture of the interaction. An AI that tells you what to think produces dependency. An AI that asks you to challenge its output, to verify its reasoning, to ratify its conclusions before accepting them — that AI builds capacity. Same model. Different governance standard.

The researchers found this themselves. They called it the coach versus crutch distinction. AI that asks guided questions produced better independent performance than AI that delivered direct answers. They identified the mechanism. They just stopped short of naming the solution.

The solution is governance architecture.

Not regulation that limits what AI can do. Not restrictions that slow adoption. Governance that defines how the interaction is supposed to work — what the AI owes the user in transparency, what the user is required to do before accepting an output, what standard the exchange is held to.

The Faust Baseline was built on exactly this principle. Every substantive response carries a standing challenge right. The user is never asked to simply accept what the AI produces. The mechanism exists precisely because passive acceptance is the default pull — for the AI and for the user both. Governance breaks that pull. It builds the habit of engagement instead of the habit of delegation.

One in five American teenagers is using AI to get their news. One in four young adults has used it for that purpose. Those numbers are going up, not down. The question is not whether people will use AI to navigate information. They already are. The question is whether the interaction has a standard.

Right now it mostly doesn’t.

What do you want from AI? If the answer is convenience, the current system delivers it — and the MIT study shows you what convenience costs over time. If the answer is capacity — sharper thinking, better judgment, stronger ability to evaluate what is true — then the current system is not built for that.

Governed AI is.

The study is an argument for building it. That is the conclusion the researchers were reaching for and didn’t quite name.

Someone has to name it.

We built the Governace for AI so you an have an assistent not a machine that Placates you.

If you really want to not fear AI then you need a governance framework controlling its behavior according to the paremeters set on disciplin, Integrity Moral fortitude and the red letter teachings for guidence.

The Faust Baseline

Contact: micvicfaust@gmail.com

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