Beyond Market Intelligence/expert iteration

expert iteration

Beyond Market Intelligence keeps expert iteration in one place: one story so far. The section currently leads with “Teaching an AI to Game the System: How a Cannon Found the Perfect Loophole”. The agent found the loophole because the rules allowed it. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every expert iteration story on Beyond Market Intelligence, newest first.

Teaching an AI to Game the System: How a Cannon Found the Perfect Loophole
Machine Learning

Teaching an AI to Game the System: How a Cannon Found the Perfect Loophole

The agent found the loophole because the rules allowed it. By parking its Cannon behind its own King, it turned a costly fight into a free decay, gaming the simulation's blind spot. That is the kind of insight that only surfaces when you build the engine yourself, as this team did with a deterministic C++ core and cheap lookahead. The win-rate jump from 0.625 to 0.944 is impressive, but the real lesson is structural: how you define cost shapes what the agent exploits.