Future Chip Innovation Will Be Driven By AI-Powered Co-Optimization Of Hardware And Software The invention of the printing press and the ascension of the internet come to mind as similar inflection points, but current innovation trends are being driven by artificial intelligence (AI) at scale, and incorporating software into the hardware design process.