Industrializing AI: Engineering, Open Research, and Market Strategy
An executive analysis of foundation model development strategies, focusing on industrialized training pipelines, behavioral optimization, and open-source market expansion. Explores how engineering discipline and decentralized research drive competitive advantage in the AI sector.