---
id: 6661
title: "Stop Treating Models Like Magic, Start Treating Them Like Binaries"
source_domain: jfrog.com
source_url: "https://jfrog.com/blog/stop-treating-models-like-magic-start-treating-them-like-binaries/"
published_at: "2025-12-09T13:45:04Z"
tags: ["ai-security", "jfrog", "mlops", "ai-bom", "aisecops", "model-registry", "jfrog-com"]
phying_url: "https://phying.com/item/6661"
lang: en
---

# Stop Treating Models Like Magic, Start Treating Them Like Binaries

## Summary

JFrog argues ML models should be treated like binaries—versioned, scanned and governed in Artifactory—not 'magic', applying AISecOps across the lifecycle with AI-BOMs and CVE checks.

## Intelligence Metadata

- **Sources:** jfrog.com
- **Published:** 2025-12-09T13:45:04Z
- **Original:** https://jfrog.com/blog/stop-treating-models-like-magic-start-treating-them-like-binaries/
- **Phying News:** https://phying.com/item/6661