Machine Heart

Sep 24, 2026 · Artificial Intelligence

Edge AI Token Factories: Banma Smart's AutoOmni 2.0 Enables Deep AI Usage in Cars

At the 2026 Yunqi Conference, Banma Smart unveiled AutoOmni 2.0-23B-A3B, a sparse MoE edge model that achieves near-cloud performance on vehicle-grade chips, addressing memory, latency, and concurrency constraints while enabling privacy-preserving, low-cost AI with certified safety frameworks for mass production.