Embedded AI at the Edge: 2026 Trends & Board Selection Guide
A 2026 field guide to edge AI — NPU TOPS, on-device LLMs and software stacks, plus RUPA board selection tips.
A 2026 field guide to edge AI — NPU TOPS, on-device LLMs and software stacks, plus RUPA board selection tips.
A data-driven comparison of RK3528 and RK3568 in industrial router designs — throughput, NPU and price.
Hugsun’s 10-year core-board ODM playbook — PCB rework, Linux BSP, production testing and certification.
System trimming, boot branding and remote OTA — three lessons from the Hugsun-tuned Android 12 Pro on HS89.
Hugsun mass-produced the RK3528 router board, NAS-RK3588 and IPA-RK3588 in H1 2026, plus three industry partnerships.