Local AI + outsourcing may beat frontier models on cost within months

As local AI improves and labor arbitrage remains viable, combining on-device models with offshore work could undercut expensive API calls from OpenAI and similar labs. For bootstrapped makers, this shifts the economics: instead of paying per-token to frontier models, the path to margin improves by running inference locally and outsourcing the rest.