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  1. Machine Learning Tech Brief By HackerNoon
  2. Taste Is the New Moat
Taste Is the New Moat

Taste Is the New Moat

Machine Learning Tech Brief By HackerNoon · Jan 16, 2026

In the age of AI, taste is the new moat. It's not an innate gift but a skill cultivated through deep exposure, separating valuable work from generic 'slop'.

True Expertise Is a Unique Signature That Intentionally Breaks Foundational Rules

Merely mastering fundamentals leads to competent but forgettable work. True masters develop a signature style by departing from the template. This personal "flare," which often breaks rules, is what separates them from the masses.

Taste Is the New Moat thumbnail

Taste Is the New Moat

Machine Learning Tech Brief By HackerNoon·a month ago

Taste Is Simply Pattern Recognition Honed Through Obsessive Consumption

True taste is not an innate gift but a developed skill of seeing subtle patterns. By consuming vast amounts of material in a domain—like Kobe Bryant watching game tapes—one builds an intuitive library that leads to refined discernment and unique creation.

Taste Is the New Moat thumbnail

Taste Is the New Moat

Machine Learning Tech Brief By HackerNoon·a month ago

Developing Taste Requires Prioritizing Curiosity Over Algorithmic Convenience

Most people consume content passively based on what algorithms recommend. To cultivate taste, one must actively seek diverse and niche content beyond bestseller lists and trending topics, driven by personal curiosity rather than convenience.

Taste Is the New Moat thumbnail

Taste Is the New Moat

Machine Learning Tech Brief By HackerNoon·a month ago

AI-Generated Content Isn't Inherently 'Slop'; Generic, Formulaic Human Work Is

The term "slop" is misattributed to AI. It actually describes any generic, undifferentiated output designed for mass appeal, a problem that existed in human-made media long before LLMs. AI is simply a new tool for scaling its creation.

Taste Is the New Moat thumbnail

Taste Is the New Moat

Machine Learning Tech Brief By HackerNoon·a month ago