Good morning, Vertica team. Today is October twenty-second, two thousand twenty-four, and welcome to our daily AI update podcast. I'm your host, here to bring you the latest and most significant news from the world of artificial intelligence and e-commerce. Let's get started.Our main story today concerns Google's upcoming removal of the sitelinks search box from its search results on November twenty-first. This feature, which was designed to allow users to search within specific websites directly from Google’s results page, is being phased out due to decreased usage. Initially introduced over a decade ago, the sitelinks search box aimed to streamline user experience by providing shortcuts for exploring website content without having to visit the site first. However, its declining utility has prompted Google to focus on simplifying search result pages for a more optimized user experience.For Vertica and the broader e-commerce and AI sectors, this change underscores a shift towards AI-enhanced search functionalities that provide more intuitive user interactions. While the immediate effect might seem minimal, the removal encourages companies to refine their own AI-driven on-site search capabilities. This move presents an opportunity for innovation, highlighting the importance of developing internal search functions that predict user needs more accurately.In essence, the end of the sitelinks search box marks a significant shift toward more personalized and AI-driven search experiences. This is a chance for e-commerce platforms, including those Vertica partners with, to enhance their capabilities and provide users with more engaging interactions.Now, let's move on to our key stories.Next, SAP has reported a remarkable twenty-five percent increase in cloud revenue, driven by the transition of European clients to AI-enhanced solutions. This significant growth highlights SAP's ability to integrate AI into its services, moving businesses away from traditional systems and boosting their cloud revenue to four-point-three-five billion euros. The incorporation of AI tools and analytics offers businesses improved data analysis and automation capabilities, essential for maintaining competitiveness.This development exemplifies the transformative potential of AI within e-commerce, emphasizing how AI solutions can enhance customer experiences, operational efficiency, and data insights. SAP's success sets a benchmark for traditional businesses aiming to pivot in the AI-driven digital landscape.In other news, Google has revised its ad auction dynamics, a move that is critical for marketers ahead of the holiday shopping season. The changes affect how Performance Max campaigns, or PMax, compete with Standard Shopping campaigns. Now, ad rank will determine which ad appears when there's overlap, rather than automatically prioritizing PMax. This adjustment is crucial for businesses looking to maximize returns during peak shopping periods, requiring refined strategies to align with Google's AI-driven advertising environment.These changes have significant implications for e-commerce advertisers looking to optimize their holiday campaigns. Understanding and adapting to these dynamics can help businesses better target audiences and efficiently allocate ad budgets. For Vertica's clients, there's an opportunity to strengthen digital advertising strategies, leveraging AI advancements to maintain a competitive edge during crucial sales periods.Finally, Meta has started testing facial recognition technology to combat scam ads featuring unauthorized celebrity images. This initiative aims to protect users by rapidly identifying and blocking fraudulent content. The use of facial recognition compares ad images with verified celebrity pictures, ensuring data privacy by deleting facial data post-verification. This move not only safeguards users but also enhances digital security and integrity through AI.For e-commerce businesses, adopting similar