Swarm Organization as the Exponent on Test-Time Compute

Swarm organization - the efficacy of cooperation between AIs in a multi-agent system - may change how parallel test-time compute increases AI capabilities, moving it from a sublinear [1] to a superlinear exponent. [2] That is, rather than more parallel agents