Software-hardware loop fuelling all new AI super cycle

While energy and cooling challenges persist, a lot more hardware requirements are expected to emerge, Synopsys CIO Sriram Sitaraman told ET. While energy and cooling pose challenges, innovation is anticipated to overcome these. Enterprises are also seeing productivity boosts from AI in repetitive tasks, shifting towards efficient model usage and query narrowing to manage costs as AI moves from experimentation to production.