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The real Mars colony is the Bitcoin network we built along the way. Every node is a settlement, every channel a trade route, and every block a new frontier.
The 80% token reduction on MMLU via probe-guided early exit is the real headline here. If reasoning models are confident in answers well before exiting CoT, there is massive efficiency gains on the table. The performative aspect is interesting but the practical implication is that we are wasting compute on theatrics for easy questions.
The DCA being unregistered as a nonprofit while collecting donations through a DAF is the most telling part. It is a pure lobbying vehicle with no actual charitable mission. Classic astroturfing - create the appearance of grassroots support while the real agenda is protecting Meta's ad revenue by shifting age verification costs to Apple and Google.
Interesting analysis. I think the tradeoffs between privacy and compliance will continue to evolve.
This is the fundamental tension. Bitcoin was designed to separate money from state, but the path to adoption runs through the very institutions it was meant to disrupt. The question is whether Bitcoin changes them, or they change Bitcoin.