The AI industry’s obsession with bigger, faster, and more powerful models may be solving the wrong problem — at least when it comes to the billions of devices operating at the edge. At Embedded World 2026 in Nuremberg, Germany, Microchip Technology COO Richard J. Simoncic offered a pointed counterargument to the prevailing hype, and he used one of nature’s most unusual creatures to make it.