Andy Beach's Engines of Change

Andy Beach's Engines of Change

Taste Collapse, Trust Vacuums, and the Algorithmic Afterlife

Tracking Netflix’s flattening effect on cinema, Musk’s X as a disinfo engine, and the slow dissolve of culture under AI automation.

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Andy Beach
Sep 07, 2025
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We’re training the system to know what we like and now it’s building for that. Whether it’s a Netflix slate engineered for ambient consumption, a breaking news feed where narrative wins over truth, or a future where AI remixes culture in our own image, this week’s headlines all point to similar shifts, personalization reshapes what gets made and remaps how meaning moves.

This alert scans the full stack from content recommendation to social trust collapse to the emerging aesthetic of AI-made everything. At each layer, the logic of optimization is trading surprise for sameness, and complexity for click-through. It’s both a design issue and a cultural risk.

Netflix’s Algorithmic Middle

The Guardian – Aug 28 - What Has the Netflix Algorithm Done to Our Films?

When Netflix optimized distribution, it also reset the boundaries of creative expression. As the platform chases scale and completion rates, its most expensive productions have begun to look like algorithmic soup; expensive but forgettab…

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