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Embarrassing AI

Lean AI From Scratch: The Beginner’s Daily Log

No jargon. No Hype. Just a transparent daily record of my trial, error, and consistent progress towards mastering AI.

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Meet the Author (and Fellow AI Amateur)

I'm not a venture capitalist, an ML engineer, or an industry guru. I'm just a fellow beginner who was tired of the overwhelming hype and jargon that makes learning AI feel impossible.

I started Embarrassing AI as a commitment to myself (and now, to thousands of you) to document the messy, imperfect, and sometimes cringey process of learning AI from scratch.

I believe that slow, daily practice and honest trial-and-error beats reading complex research papers every time. My goal is simple: to make sure you know you’re not the only one making embarrassing mistakes. I show you all of mine so you can learn faster.

Embarrassing AI #63:1,500 Applications Later: Why I Finally Killed My Corporate Alter Ego

Embarrassing AI #63:1,500 Applications Later: Why I Finally Killed My Corporate Alter Ego

A weekly log of practical experiments, trial-and-error, and progress in Artificial Intelligence.

Mar 4, 2026

Embarrassing AI #62: Proximity Bias & The AI Bubble

Embarrassing AI #62: Proximity Bias & The AI Bubble

A weekly log of practical experiments, trial-and-error, and progress in Artificial Intelligence.

Feb 20, 2026

Embarrassing AI #61: Still Unreliable as Research Assistant

Embarrassing AI #61: Still Unreliable as Research Assistant

A daily log of practical experiments, trial-and-error, and progress in Artificial Intelligence.

Jan 22, 2026

Embarrassing AI #60: Back on the Horse

Embarrassing AI #60: Back on the Horse

A daily log of practical experiments, trial-and-error, and progress in Artificial Intelligence.

Jan 20, 2026

Embarrassing AI #59: Discovering AI temperature settings

Embarrassing AI #59: Discovering AI temperature settings

A daily log of practical experiments, trial-and-error, and progress in Artificial Intelligence.

Jan 6, 2026

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Embarrassing AI

Learning AI one embarrassing day at a time.

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