AIYINGFrom AI Awareness to Accomplishment

Tuesday, September 15, 2026

AI Is an Accompaniment, Not an Accomplice — #02 | THE CIRCLE OF COMPETENCE

AI Is an Accompaniment, Not an Accomplice — #02 | 

THE CIRCLE OF COMPETENCE



AI can make you sound knowledgeable about almost anything.

Law. Medicine. Finance. Coding. Engineering. Strategy.

A few prompts, and suddenly you have terminology, explanations, recommendations and even an impressive-looking report.

But there is a crucial question:

Does AI make you competent—or does it merely make you sound competent?

The mental model Circle of Competence asks us to recognize what we genuinely understand—and, equally importantly, where our understanding ends.

AI changes this boundary in an interesting way.

It can dramatically expand what we can access.

But access is not understanding.

And understanding is not competence.

When AI becomes an accompaniment

You know where your knowledge ends.

You use AI to explain unfamiliar concepts, challenge your assumptions, explore alternatives, identify missing information and prepare better questions for experts.

AI helps you reach beyond your current circle without pretending the circle has already expanded.

That is accompaniment.

When AI becomes an accomplice

AI produces a sophisticated answer in a field you barely understand.

It sounds convincing.

So you copy it.

Present it.

Recommend it.

Or act on it.

The AI's fluency quietly becomes borrowed competence.

That is dangerous because you may no longer know enough to recognize when the answer is wrong.

Apply TAJ

THINK
What do I genuinely understand about this problem?

ASK
Where are the limits of my knowledge, and what should I learn, verify or ask an expert?

JUDGE
Am I competent enough to act on this AI-assisted answer?

AIYING TAKEAWAY

AI can expand your reach faster than it expands your competence.

Use that reach to learn.

Use it to explore.

Use it to ask better questions.

But don't mistake AI fluency for human mastery.

The objective isn't to stay permanently inside your circle.

It is to expand the circle consciously.

AI can accompany that journey.

It should never become an accomplice in pretending we already know what we don't.

AI is an accompaniment, not an accomplice.

— AIYING — Accomplishing with AI


https://dastikop.blogspot.com

#AIYING #ArtificialIntelligence #MentalModels #CircleOfCompetence #HumanJudgment #AILiteracy #CriticalThinking #TAJ #AccomplishingWithAI

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