Abacus.AI has announced new Smaug models designed to reduce agent operational costs by a factor of 100. The development represents a significant advancement in cost efficiency for AI agent deployments expected in 2026. The company claims the models will substantially lower the expenses associated with running autonomous AI agents at scale.