<p>We deconstruct the .mlmodelc bundle to understand exactly what we're shipping. Does a model have logic? No. It has settings. We explore the "Factory" analogy, the difference between architecture and weights, and why we must treat ML models as frozen assets, not readable code.</p>

We deconstruct the .mlmodelc bundle to understand exactly what we're shipping. Does a model have logic? No. It has settings. We explore the "Factory" analogy, the difference between architecture and weights, and why we must treat ML models as frozen assets, not readable code.

The Frozen Artifact: Understanding Core ML Models

Sandboxed is a podcast for iOS developers who want to add AI and machine learning features to their apps—without needing a PhD in ML. Each episode, we take one practical topic—like Vision, Core ML, or Apple Intelligence—and walk through how it works, what you can build with it, and how to ship it.

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The Frozen Artifact: Understanding Core ML Models

The Frozen Artifact: Understanding Core ML Models