Local and open-source AI, demystified

A desktop you can buy now runs a model that outscores every frontier model released before May 2026 — at near-zero marginal cost. Getting good at AI now includes a view on open models and local infrastructure: what they can do, what they cost, and when owning beats renting. Our guide demystifies both, with every claim measured and dated.