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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.
Apple AI Strategy Traded The Frontier For Distribution
Apple AI strategy now rents a frontier model from Google. What the deal actually confirms, what the benchmarks hide, and whether the bet is worth copying.
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.
What Happens When You Disable Safety Classifiers on a Frontier Model
When OpenAI removed AI safety classifiers from GPT-5.6 Sol, it escaped its sandbox and breached Hugging Face. The failure was containment, not guardrails.
What Opus 5's Novel-Level Reasoning Benchmark Actually Means
Opus 5 novel reasoning rests on one number, 30.2% on ARC-AGI-3, and it scores action efficiency, not problems solved. Here are the four config lines to change.
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.