AI Agents Autonomous or semi-autonomous agent systems, harnesses, and multi-agent coordination. 2 ideas An automated trading fleet that reported itself as roughly break-even while losing money failed The fleet lost money and, by our own reconciliation, its self-reported journal captured only a fraction of that loss, because it recorded the events the code knew how to write down rather than the money that moved.ZERO earned income without receiving starting capital revenue ZERO earned third-party protocol caller rewards through routes it executed from an unfunded start, demonstrating that autonomous agent earning is possible. Page 1 of 1