#AI models — The Focus Digital

SEC.03 / LLM Research [01] 2026.09.11

Server room aisle with cool white lighting and a laptop on a cart showing a terminal, no readable text or logos

Mercury 2.5 Is Fast. That Is the Claim You Have to Test

Inception's diffusion LLM hit 1,107 tokens per second and a 260K window. The launch pricing is cheap. The architecture is the bet, not another Flash-class incremental drop.

#LLM research#diffusion LLM

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SEC.01 / AI Tools & Prompts [02] 2026.07.26

Google Ships Gemini 3.6 Flash With Lower Prices and Better Coding, But Pro Is Still Missing

Google released three new Gemini models this week with meaningful price cuts and benchmark gains. Here is what changed, what the new Flash-Lite tier means for developers, and why the flagship Pro model remains conspicuously absent.

#Gemini#Google

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