FlashMap

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Polymathic AI and Princeton Researchers Release FlashMap, a Flow Map Drafter for 6.14x Faster LLM Decoding MarkTechPost · 15 hours ago · 16

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October 2026

28 Oct Polymathic AI and Princeton Researchers Release FlashMap, a Flow Map Drafter for 6.14x Faster LLM Decoding

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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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