When AI Hallucinates on Edge Devices: Detecting and Preventing ML Model Failures
August 5, 2025
The promise of Artificial Intelligence on edge devices is transformative. From intelligent sensors in smart factories predicting machinery failure to
The promise of Artificial Intelligence on edge devices is transformative. From intelligent sensors in smart factories predicting machinery failure to
As embedded engineers, we live in a world where the lines between hardware and software are increasingly blurred. The rise
In the demanding world of embedded systems, where lines of code meet the tactile reality of silicon, a peculiar phenomenon
Analog sensors are a double-edged sword. They are indispensable for gathering real-world data – temperature, pressure, light, acceleration, and countless
The pursuit of more intelligent, efficient, and autonomous edge devices is a perpetual frontier. From smart sensors and industrial IoT
In the intricate world of embedded systems, where real-time performance and efficient resource utilization reign supreme, the microcontroller’s Central Processing
Analog circuits are the unsung heroes, translating real-world phenomena into the digital language our microcontrollers understand. From sensor interfaces to
The burgeoning field of edge computing, driven by the proliferation of IoT devices and the demand for real-time data processing,
The embedded systems landscape is on the cusp of a profound transformation, driven by an innovation that promises to redefine
The embedded world, once a realm of relatively simple microcontrollers and straightforward code, has exploded into a dizzying landscape of
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