From BERT to Frontier Agents: Eight Years of Language-Model Progress, the Collapse of the Capability-Cost Curve, and the Rise of Task-Targeted Models
Between October 2018 and July 2026, AI models progressed from simple systems like BERT to massive agents that solve complex math and write software, with the ability to resolve real coding issues impr…