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Applied AI·July 9, 2026·1 min read

Exclusive: Zuckerberg on Meta's AI Push

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Ultra-low API pricing as Meta’s core AI monetization lever is a margin play on everyone building on top of their models—cheap inference now, ecosystem lock-in later. If you’re choosing a model provider, price alone is a trap; model-switching costs and long-term dependency need to be in your architecture review this quarter.

Applied AI

Google launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber, and says it has started its "most ambitious pre-training run yet" for Gemini 4

Google is pushing a barbell strategy—cheap, fast Flash variants for mass deployment now, while quietly spinning up a huge Gemini 4 pre-train for the next capability jump. If you’re building on Gemini, optimize around Flash economics this year but keep your high-stakes roadmap modular enough to swap in Gemini 4 without a full rewrite.