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Entity Defragmentation

Authority Architecture

+5

AI Doesn't Recognize Your Expertise. Here's How You Fix It.

May 12, 2026

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2 min read

AI Doesn't Recognize Your Expertise. Here's How You Fix It.

In the AI-first era, your real-world credibility doesn't automatically transfer online. If you haven't been intentional about engineering your authority, you're essentially a stranger with unverified expertise to the systems that now act as gatekeepers.

Tia A. Williams
Tia A. Williams

Entity Coherence

+7

AI Gave Me Someone Else's MBA

May 3, 2026

•

2 min read

AI Gave Me Someone Else's MBA

I don't have a degree. So AI gave me someone else's MBA. This is what AI hallucinations actually look like in the real world, and it's so absurd you couldn't make it up. But AI did.

Tia A. Williams
Tia A. Williams

In My Own Words

AI search, authority architecture, and what it actually takes to get verified, trusted, and cited as the source.

© 2026 Tia A. Williams - In My Own Words.
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