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The Anthropic Hive Mind
Author’s note
This essay made a huge splash. I've been told it is required reading for C-suites at some F50 companies. It's based on long conversations I had over six months with at least a dozen Anthropic employees and a few teams. Some companies have begun restructuring to try to explore working this way, e.g. by spinning up fifty to a hundred 1- to 2-person teams.
AI Notes
Written after roughly forty frank conversations across Anthropic — cofounders, execs, whole teams, individual contributors. The company comes across as a "vibe mind" running on the shortest planning cycles imaginable for its size (the outermost is ninety days), ejecting anyone who tries to upset the swarm, operating almost entirely on improv. The theory drawn from that single data point: this is how every successful company is about to have to work.
The part that lasts is the argument about Golden Ages. They end the moment the work-to-people ratio inverts. Larry Page killed Google's the morning he announced "more wood behind fewer arrows" in April 2011 — kept every engineer, cut available work by half. Amazon's lasted much longer because everyone there was always "slightly oversubscribed." Anthropic right now is on the surface of an expanding sphere: infinite work, so no one fights over it. The corollary: a pure-SaaS presence with no atoms is in trouble; an Atom Moat buys time; either way the only safe move is to start spending tokens early enough to learn the bespoke organizational lessons before the sphere stops expanding.
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