I Trained a Neural Network on Real Medical Data and Fit It in 8.9 kB of Pure C
I want to be honest with you from the start: I didn't set out to write this article. I set out to answer a question I had about my own tool — can Ha…
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Because in a Life-Threatening Situation, Every Millisecond Counts
Removing expf() from a fire detector: one header, 1.95x faster, zero accuracy loss A smoke detector is not a demo project. When it fires, someone ei…
I Put a Neural Network in a Thermometer — Then It Got Out of Hand
How it all started About three years ago my wife asked me: "Honey, what do you think the temperature is today?" I told her to check her phone. She g…
Strange Truths from the Architecture of AI
Pulling back the curtain on modern machine learning architecture reveals something entirely different: a system that is brilliantly complex, intense…
The Firmware Engineer’s Nightmare: When 'If-Else' is no longer enough
In firmware, you control everything. You are the intelligence, you anticipate every state, write every condition, and handle every edge case. The ma…
The Constraint Is Gone. The Discipline Isn't Optional."
This is part three of a series on display consistency in embedded systems. The first two parts were technical. This one is about why the technical p…