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anti-concentration

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Blind governance, simulated: can an arbiter keep evolving agents healthy without reading their internals? The only working control is consequence-gated anti-concentration — one coupled mechanism, not two independent levers (~89k seeded runs). A tribute to Machines of Loving Grace.

  • Updated Jul 9, 2026
  • Python

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