Exclusive: Domestic AI chip cluster clears 10,000-card validation as efficiency becomes the contest

• A 10,000-card cluster has passed long-duration stability validation
• Energy efficiency and interconnect bandwidth are the new battlegrounds
• The software stack remains the acknowledged weakness

Scale is no longer the only measure. Power per unit of compute, and how well nodes talk to each other, now decide what is actually usable.