TI TinyEngine NPU: Edge AI Comes to Cortex-M0+ and M33 MCUs
TI's TinyEngine NPU puts a small fixed neural accelerator into a sub-dollar Cortex-M0+ MCU and a Cortex-M33 motor-control family. Here is what it runs, how to use it, and where…
STM32N6 NPU in 2026: Boards, YOLO, and a Getting-Started Guide
The STM32N6's 600 GOPS Neural-ART NPU now has a real ecosystem, from MicroPython and Arduino boards to official YOLO support. Here's what changed in 2026 and how to deploy your…
BitNet ESP32 Cluster: 1-Bit LLMs Reach $5 Microcontrollers
A seven-board BitNet ESP32 cluster and Cactus Compute's 2-bit Needle model show ultra-low-bit LLMs reaching cheap hardware. Here is how ternary weights work and where the limits are.
The ML Validation Mistakes That Make Models Look Better Than They Really Are
Practical guide to The ML Validation Mistakes That Make Models Look Better Than They Really Are: clear explanations, implementation steps, common failure...
How to Build a Machine-Learning Project From Raw Data to Honest Evaluation
Practical guide to How to Build a Machine-Learning Project From Raw Data to Honest Evaluation: clear explanations, implementation steps, common failure...
Classification vs Regression vs Clustering: Pick the Right ML Problem First
Practical guide to Classification vs Regression vs Clustering: Pick the Right ML Problem First: clear explanations, implementation steps, common failure...