| Google invented a lot of innovative products even though their presence looks like something weaker than before. 
Here are some notable excerpts: On the importance of problem definition in AI: "The problem definition and really getting a rich sense of the problem you’re trying to solve is absolutely the No. 1 most important criterion for being successful with AI and machine learning."
On the role of data in AI success: "Unless you have that level of data sophistication, machine learning will probably be out of reach for the foreseeable future."
On the evolution of technology roles: "CTOs and CIOs in every sector need to transcend traditional role definitions to drive new partnerships both across internal functions and outside their four walls."
On the significance of AI in business: "The number one question is AI, and specifically generative AI. Customers are trying to figure out the right mix of AI models to use for specific use cases and cost optimization."
On the necessity of failure in innovation: "Successes are visible. The failures are more numerous. We have to go into it with a mindset of exploration, testing and failing. We fail all the time."
On the future integration of AI: "AI becomes part of almost every service you can imagine over the coming years."
On the importance of data management: "Good data was always useful, but now it’s more important than ever to have your data house in order, and the sooner the better."
On the role of edge computing: "Edge computing...brings the best of cloud services to almost any location."
On the value of diverse perspectives in innovation: "Great ideas don’t only come from the obvious subject-area experts in the room; diverse perspectives, coupled with a codified approach to innovation, lead to the best ideas."
On the significance of sustainability in technology: "Future relevancy and success for both established and emerging organizations will be determined by how effectively they take advantage of technology today."
These insights offer a glimpse into Will Grannis's views on the intersection of technology, leadership, and the evolving digital landscape. | 
