Increased SoC complexity means that verification flows must now capture both the intent and the integrity of a design.

LLMs mimic thought but lack meaning, while humans remain rich yet bounded in symbolic reasoning. A four-quadrant map adds pre-intelligence and AGI, beyond simple scaling of today’s models. True AGI ...