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Artwork for Andy Beach's Engines of Change

Andy Beach's Engines of Change

Andy Beach, Rebecca Avery, Seth Hallen
Tens of paid subscribers

I write about the messy collision of AI, media, and human attention. Think TikTok as cultural memory. Streaming as subscription math. Generative AI as a remix engine for everything we thought was finished.

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Substack
PricingFreemiumPublishesDaily
Issues157Founded3 years agoLast Issue6 days ago
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enginesofchange.ai
Artwork for Andy Beach's Engines of Change

Latest Issues

Four Ways to Reach the Model

Four stories broke this week where something outside a model reached in and set conditions on it. The Motion Picture Association got ByteDance to accept guardrails on what its video models will produce. Amazon switched on training rights ac...

6 days ago
2

The Canon Problem

World models, persistent worlds, and the new work of deciding what counts

For most of media’s history, the strongest governance mechanism in the system never appeared on an org chart. It was the finished artifact. A locked cut. A published...

11 days ago
3
Paid

What the Badge Buys

Three moves landed within seven days of each other. Anthropic committed to embedding watermarks in Claude’s text output and signed provenance metadata in its files. Spotify unveiled an AI Persona badge and pulled badged music out of its rec...

13 days ago
2

The Succession

Persistence, Part IV

In 2019, Industrial Light & Magic did something almost nothing in this industry ever does. It transferred stewardship of something it still needed.

18 days ago
3
Paid

When AI Stops Watching

Almost every plan for AI in media operations that I have seen makes the same assumption without stating it. The AI sits more or less outside the pipeline. It taps the stream, does its analysis somewhere else, and writes its output into an a...

20 days ago
3

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Authors

The writers behind this newsletter.

  • Andy Beach

    Technology is moving fast. Culture is moving weird. I write Engines of Change to track the systems that program both from AI pipelines to fandom economies and to ask who gets to set the defaults.

  • Rebecca Avery

    Rebecca Avery is the founder of Integration Therapy, a thought leadership platform helping streaming networks operate with integrity, and a keynote speaker who has been featured at OTTX, NAB, Streaming Media Connect, and other conferences and events.

  • Seth Hallen

    Investing in the tech that powers the intersection of AI and storytelling. 25+ years in MediaTech, empowering creators, backing founders, and shaping the future of content through innovation, community, and a deep love for the industry.

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