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Edge AI is heading toward $128.5B and AI Agents are entering the physical world: ESP32-P4’s 83ms on-device inference, the S31’s full-modal design, and all-protocol Matter integration explained.
AI photo frames, e-ink displays and smart badges — three high-growth AI hardware categories on the ESP32-S3/S31/C3/C6 platform, with chip-selection tables and Vencreat shipping product lines.
A practical guide to Espressif’s ESP32 chip matrix — ESP32-S3/S31, C3/C6 and P4 — covering positioning, selection, and five application verticals from smart home to edge AI and AI Agents.
Vencreat completed a three-city trip across Jakarta, Bandung and Singapore with its AI WonderKit creation kit: live classroom testing, a validated localization model, and observations from EDUtech Asia 2026.
When specifying signage players, set-top boxes, dual-screen POS terminals or shelf displays, three questions come up every time: can it decode 4K, will the legacy panel work, and is the software easy
Over the past year DRAM and NAND contract prices have moved through a significant upcycle. For products where memory and storage make up a meaningful share of the BOM — IPCs, set-top boxes, digital si
Vencreat today announced that both hardware lines built on the Rockchip RV1126B — the CM38-RV1126B core board and the RV1126B IPC 50×50mm camera core — have completed volume validation and moved into
ChatGPT teaches children how to ask. WonderKit teaches them how to build. Once AI has eyes, ears, hands and a body a child assembles by hand, what they learn stops being half of AI.
ESP32-S3 is Wi-Fi 4 plus BLE 5.0 — not Wi-Fi 6. A practical comparison of S3, C6, H2 and P4, and which one belongs in voice products, camera doorbells and Matter gateways.
RK3588 has climbed roughly 25–30% across two rounds and DDR remains tight. A selection guide that separates the cases where RK3588 is mandatory from those where RK3576 wins.