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The use of AI to generate complex hardware kernel code, which human engineers could not fully verify, marks a new era of autonomous engineering in silicon design.

Impact: Accelerates hardware development cycles but introduces new challenges in verification and security, requiring new trust frameworks for AI-generated code.

— from AI Market Shifts: Nvidia, Chips, and Agents · INNOQ Podcast· Sep 28, 2026