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3 posts
Ray CVE made the developer laptop the target
CISA catalogued a Ray CVE because a developer browser can hit local Ray. Patch anything below 2.52.0 and treat the developer laptop as in-scope today.
Deep DivesSecurityPythonOpen SourceMLDeveloper Tools1 min read · Aug 25, 2026
The Open Weights Rules Nobody Can Comply With
Every open weights rule on the table stops working the moment a download finishes. Sort the three asks by when they act and see which ones still hold.
Strong OpinionsOpen SourceMLSecuritySelf-HostingTrend Commentary1 min read · Jul 28, 2026
Gemma 4 Is Google's Best Open Model Yet (Here's How to Use It)
Gemma 4 ships Apache 2.0, 256K context, and four model sizes. Benchmarks beat Llama 4 across the board. Quick use cases with Ollama and Transformers code.
Strong OpinionsAI CodingMLOpen SourceSelf-HostingDeveloper Tools1 min read · Apr 10, 2026