Autoresearch: Agents That Loop Until Done
Karpathy's autoresearch lets AI agents run experiments autonomously — modify, evaluate, keep or discard, repeat. Applied to shipping, this could mean agents that improve water level forecasts on the Rhine or optimize freight rate prediction models overnight, without human intervention.