A frontier without an ecosystem is not stable (4 minute read) (opens in new tab)

Companies need to compound human expertise and AI capability, not just rely on the best model. By owning their workflows, evals, and institutional knowledge, firms can keep improving while avoiding a future where all value flows to a few frontier models.