The next evolution is AI-assisted calculation. Imagine telling a chatbot: "I have a 12V car battery. I want to see 0 to 50 watts on 10 LEDs. Build my LM3915 circuit." The underlying math remains the same—only the interface changes.

LM3915 IC based Audio Level Display & Its Working - ElProCus

What is the of the signal you are measuring?

But as the years passed, the original "mental calculator" used to design these circuits—relying on complex voltage dividers and decibel math—began to feel like a relic of the analog age. The Evolution of the "LM3915 Calculator"