Innovation isn't just ideation; it's a sustained problem-solution fit through testable hypotheses, lean startup methods, MVPs ...

Shift verification effort from a single, time-consuming flat run to a more efficient, distributed, and scalable process.

Prevailing AI architectures are not moving the needle. We need new ideas. Google Research proposes NL (nested learning). Here ...