The World Has Gone Edge – The Future of IoT and Smart Devices

on YouTube ↗38m

" summary

The talk explains the shift from cloud-only IoT to running AI on-device using powerful, affordable microcontrollers with integrated NPUs. It presents real-world use cases, concrete architectures, and the advantages and trade-offs of edge AI for industry, smart home and mobility applications.

AI-written summary · about

" chapters (15)

1. 0:00Introduction
2. 2:11IoT basics
3. 5:47Classic IoT architecture
4. 8:21Smart IoT use cases
5. 10:26Warehouse mouse control
6. 15:23IoT needs AI
7. 18:34Edge AI revolution
8. 20:01CPU GPU NPU comparison
9. 22:29Embedded vision
10. 23:54Sound and speech AI
11. 25:40Sensor AI apps
12. 26:44Edge AI implementations
13. 33:48Smart AC with AI
14. 34:09Edge AI saves energy
15. 37:21Conclusion & Q&A

" related talks

• 07mLightning Talk: Living on the Edge - Computing as the Next BattlegroundArpit Joshipura · Open Source Summit + Embedded Linux Conference North America 2019
• 29mLife on the EdgePaul Langdon · Global IoT DevFest 2017
• 27mFrom Edge to Enterprise: Intelligent IoT ArchitecturesSaravanan Ganesan · Software Architecture Conference 2026
• 17mKeynote: Connecting the Dots on All Things Great and SmallPhilip DesAutels · Embedded Linux Conference + OpenIoT Summit North America 2018
• 35mPanel: Edge Computing in the IoTJanko Isidorovic, Shane Wang, Tiejun Chen, Changming Bai, Ivy Peng · KubeCon + CloudNativeCon + Open Source Summit China 2019
• 35mPanel: Edge Computing in the IoTJanko Isidorovic, Shane Wang, Tiejun Chen, Changming Bai, Ivy Peng · KubeCon + CloudNativeCon China 2019
• 01h 02mIoT on the EdgeChris Matthieu · Global IoT DevFest 2017
• 41mCloud Computing: The Edge talks - long road into the CloudRafał Warzycha · 4Developers 2020