korrents

korrents · piece

Mar 8th 2026 · 5 min read

Rui Carmo · 8 Mar 2026

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  1. None of these things are really "local" in any meaningful sense-the gap between local and cloud models is huge, and even tens of thousands of dollars in hardware won't get you close to frontier capabilities.
  2. And there is an almost weekly hype cycle around local models that I think is totally unwarranted in practice.
  3. Some languages are inherently better for agents-not in terms of popularity (any agent can do decent Python), but because strong types and annotations help models understand intent and self-correct.

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