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Deep & Emerging Tech·July 3, 2026·1 min read

US Energy Dept tells data centers to use backup generators during heatwave to free up power for AC usage

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Data centers are now treated as flexible load in grid emergencies—told to burn diesel so households can run AC. If you operate large compute, you need a power strategy that assumes regulatory curtailment and reputational scrutiny, not just a PPA and a backup genset.

Deep & Emerging Tech

End of an era — the historic PlayStation factory that manufactured 24 billion gaming discs is already being turned into a micro-optics lab, just days after Sony announced its digital push

Sony repurposing a plant that pressed 24B discs into a micro‑optics lab is a clean example of legacy media capex being recycled into next-gen hardware. If you own physical distribution infrastructure — plants, logistics, retail — start mapping how it can be redeployed into components for sensing, displays, or compute instead of trying to extend declining formats.

Deep & Emerging Tech

Researchers Propose Thermodynamic Computing Architecture That Could Dramatically Reduce AI Energy Use

A probabilistic, thermodynamic computing architecture built from conventional transistors is a reminder that the escape valve on AI power demand may come from new compute primitives, not just more GPUs. If you’re planning multi‑year AI infra, start tracking non-von Neumann roadmaps alongside your GPU strategy — they could change the economics mid-horizon.