AI this, AI that, Here's Raspberry Pi's new AI HAT

Raspberry Pi's back with a new AI HAT. This time it adds on 8 GB of RAM and the Hailo 10H for $20 over the original. Raspberry Pi provided the AI HAT+ 2 that I tested in this video. They did not pay for the video nor have any say in the video's contents. See my review sample policy here: https://github.com/geerlingguy/youtub... Resources I mentioned in this video: Raspberry Pi AI HAT+ 2 ($130): https://www.raspberrypi.com/products/... Hailo 10H Product Page: https://hailo.ai/products/ai-accelera... Turbo Encabulator:    • "Turbo Encabulator" the Original   llama.cpp on the Pi 5: https://www.jeffgeerling.com/blog/202...) Qwen3 30B A3B model for 16GB Pi 5: https://huggingface.co/byteshape/Qwen... Fujitsu Shrink Detection:    • Fujitsu   Raspberry Pi AI Camera ($70): https://www.raspberrypi.com/products/... Raspberry Pi AI HAT+ (original - $110): https://www.microcenter.com/product/6... Support me on Patreon:   / geerlingguy   Sponsor me on GitHub: https://github.com/sponsors/geerlingguy Merch: https://www.redshirtjeff.com 2nd Channel:    / @geerlingengineering   3rd Channel:    / @level2jeff   Contents: 00:00 - Pi $130 AI HAT+ 2 00:58 - AI Turbo Encabulator 01:48 - LLM tests and NPU vs CPU 02:50 - How useful are tiny models? 04:22 - Running Qwen3 30B on the 16GB Pi 5 05:28 - Machine vision 06:16 - CPU is much worse here 06:52 - Software support 07:31 - Mixed mode not working for me 08:05 - Hard to recommend