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Applied AI·July 2, 2026·1 min read

Samsung is plotting to replace your M.2 SSD with a storage chip smaller than a fingernail to improve battery life and supercharge ondevice AI inference

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Shrinking storage below M.2 with better power efficiency is about one thing—making room and thermal headroom for more on-device AI compute. If your product roadmap assumes “AI = cloud,” revisit it; the hardware stack is moving toward dense, low-power local inference as a first-class design target.

Applied AI

At a town hall, Mark Zuckerberg said Meta's AI agent development has not accelerated as expected and its reorganization was not as "clean" as it could have been

When one of the most resourced players says AI agent development is slower than hoped and reorgs are messy, that’s a reality check on how hard orchestration and productization really are. If your board expects fully agentic workflows this year, reset expectations and focus on narrow, high-ROI agent use cases you can actually ship and govern.