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Applied AI·October 28, 2026·1 min read

AI execs may be too out of touch to build for the general public

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When leaders brag about using AI to "connect" with their families, it exposes a values gap between builders and mainstream users. Product teams should be running more ethnographic research and fewer founder-vision bets—especially on AI features that touch intimacy, care, or trust.

Applied AI

Google unveils Gemini 4 Carbon, its "strongest model with state-of-the-art cybersecurity" capabilities, ranked #1 on Artificial Analysis' new Intelligence Index

Gemini 4 Carbon is being framed as both peak capability and “state-of-the-art cybersecurity”—Google is selling performance and risk posture in the same SKU. If you’re standardizing on a frontier model, procurement now has to weigh not just benchmarks but which vendor’s security story you’re comfortable putting in front of your board.