Name Collision

Authority Architecture

Your Real-World Authority is Invisible: AI Is The New Gatekeeper

May 19, 2026

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3 min read

Your Real-World Authority is Invisible: AI Is The New Gatekeeper

If you’ve had an exceptional career but still feel invisible online, it’s because AI-mediated systems often can’t verify or classify careers that don’t match the “expected” pattern. So it hides your expertise.

Tia A. Williams

Entity Coherence

May 3, 2026

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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

AI Search

May 3, 2026

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3 min read

Stand Out in AI Search Even With A Common Name

There are more than 500 Tia Williams profiles on LinkedIn. When someone searches my name, AI has to decide which one is me. For a long time, it was getting it wrong. What I discovered as I fixed my own results is that this problem is more common than most realize.

Tia A. Williams

Name Collision

Your Real-World Authority is Invisible: AI Is The New Gatekeeper

AI Gave Me Someone Else's MBA

Stand Out in AI Search Even With A Common Name

In My Own Words