This article nails an important shift: as models become commoditized, engineering rigor becomes the real differentiator. Mastering system design, observability, and end‑to‑end reliability will separate the teams that succeed in production from those that stay in pilots. It's refreshing to see emphasis placed on practical delivery over chasing every new model.
This article nails an important shift: as models become commoditized, engineering rigor becomes the real differentiator. Mastering system design, observability, and end‑to‑end reliability will separate the teams that succeed in production from those that stay in pilots. It's refreshing to see emphasis placed on practical delivery over chasing every new model.
Speaking of mental models, that's the right one to have ;)
Really interesting framing. The smartest bets aren’t just on models, they’re on infrastructure, workflows, and where value actually accumulates