CodexField: Building the “Power Grid” for AI Resources — Enabling Free Flow of Data and Models
Throughout the history of AI, humanity has been fixated on the progress of models. From GPT-3 to GPT-5, Claude-4 to Gemini-2.5, each new generation pushes the boundaries of scale and speed. Yet after years of development, it has become increasingly clear: stronger models alone have not automatically driven transformative breakthroughs at the industrial level.
In high-barrier domains such as drug discovery, industrial control, and traffic scheduling, the real challenges companies face are often not about model accuracy — but about the inability of data and models themselves to flow smoothly. They exist like isolated islands, locked behind platform APIs: contributors gain little or no reward, while users lack transparent ways to trace sources or settle payments.
In fact, despite th...