Overall, the Shkd‑578 punches above its weight class. The quad‑core ARM chip, paired with a modest NPU (Neural Processing Unit), delivers smooth local AI without relying on cloud latency.
The onboarding process took roughly 8 minutes for my test environment and required only a single Wi‑Fi password entry. The app’s UI is clean, with intuitive toggles and a “quick‑add” button for new accessories. shkd-578