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TLDRocket
28 October 2026
The biggest throughline today is Google pressing AI into roles where “just chat” isn’t enough: Gemini 4 Carbon is being positioned as both a long-horizon coding engine and a cyber-defense specialist. Google DeepMind says the model scores 88.2% on SEC-bench Pro, while still rolling out at an introductory $2 per million input tokens and $10 per million output tokens—pricing that also comes with access constraints. Instead of a free-for-all API, early use starts with a vetted cyber-defender group via Google’s Fairwind Program, then expands later through programs rather than immediate general availability.
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