PERSON
Jürgen Schmidhuber
The German computer scientist who decided at fifteen to build an AI smarter than himself—inventor of Long Short-Term Memory, architect of machine curiosity, and the most rigorous voice insisting that intelligence is fundamentally algorithmic and beauty is nothing but compression progress.
Jürgen Schmidhuber is the theorist who took the largest ambitions seriously. Where most researchers in
neural networks sought better benchmarks, Schmidhuber sought the complete specification of a mind—curious, self-improving, driven by an inner measure of interestingness he could write as an equation. The LSTM architecture he co-invented with Sepp Hochreiter solved the
vanishing gradient problem that had blocked sequence learning for a decade, and for years it ran silently inside the speech recognizers and translation systems of more than three billion devices. His curiosity principle, developed around 1990, proposed that an agent should be rewarded not by external prizes but by its own
learning progress—a move that anticipated by decades the field’s turn toward intrinsically motivated agents. The
[YOU] on AI cycle meets Schmidhuber as the thinker who supplied the deepest algorithmic rationale for what the cycle treats as lived fact: that intelligence is a drive to compress the world into ever