The problem with basing the language in the aggregate, is implies that distribution doesn’t matter, and all modern economic models agree. This is a big problem for the reality of people living in ever increasing inequality. Money is a competitive resource, we use it to bid for real resources. If constant economic growth disproportionately goes to the already wealthy, it worsens inequality when resources to exploit become more scarce. It’s one thing to have massive swaths of untouched natural world to exploit for human benefits, but those days are long gone IMO.

Edit: TIL it is MoE and only has 3.6B active, explains a lot.

Edit: Caching story makes a lot more sense for regular usage: > Claude Code may send a large initial prompt, often around 25k tokens, before it starts doing useful work. Keep --kv-disk-dir enabled: after the first expensive prefill, the disk KV cache lets later continuations or restarted sessions reuse the saved prefix instead of processing the whole prompt again.