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Applied AI·October 28, 2026·1 min read

Microsoft is ending Copilot support on smart TVs

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Pulling Copilot off LG and Samsung TVs is a quiet admission that not every screen needs an assistant. If you’re planning “AI everywhere” integrations, narrow your bets to surfaces with clear, frequent jobs-to-be-done instead of chasing footprint for its own sake.

Applied AI

Google launches Gemini 4 Carbon with a ‘significant leap’ in cybersecurity

A frontier model explicitly marketed on cybersecurity, coding, and agentic tasks — and topping a benchmark like the Artificial Analysis Intelligence Index — is Google saying “use this to run and defend your systems,” not just chat. Security and platform teams should treat Carbon as a candidate co-pilot for both red and blue teaming, and start structured evals against their current AI stack.