A：The conference call covered Alphabet's first quarter 2026 earnings, with discussions on revenue growth across various segments such as search and cloud, the impact of AI investments, and an update on Gemini Enterprise's progress and momentum.

A：The number of paid subscriptions has reached 350 million, with YouTube and Google 1 being the key drivers.

A：The 8th generation TPU is significant because it is specialized for training and serving, able to handle the most demanding AI workloads, providing high performance model training with three times the processing power of Ironwood and two times the performance of the prior generation.

A：Gemini 3.1 Pro has advanced reasoning and multimodal understanding, and has expanded to offer more choices for developers, including cost-efficient Flash Models 3.1 Flash Live. The latest audio model has improved precision and reasoning, making voice interactions more natural and intuitive.

A：Gemini 4 is the most intelligent open model and has been downloaded over 50 million times in a few weeks, with open models downloaded over 500 million times.

A：The company is focused on pushing the next frontiers of foundation models including intelligence agents and agentic coding. They are adopting new technologies like anti-gravity to transform workflows and help engineers build fully autonomous digital task forces.

A：Personal intelligence is now available in the Gemini App AI mode and Gemini in Chrome, with the integration of Nano Banana 2 for personalized image creation in the Gemini app. Maps has received a significant upgrade, and the Pixel 10A offers Google's AI features like Gemini Live and AI-powered camera features.

A：Search AI drives search usage with queries at an all-time high. Improvements to AI overviews and AI mode have increased personalization, with search latency reduced by over 35% in five years and the cost of core AI responses reduced by over 30% since upgrading to Gemini 3.

A：Google Cloud is differentiated by offering first-party solutions across the entire enterprise AI stack. Revenue from products built on gen AI models grew nearly 800% year over year. The Cloud also saw revenue growth in operating margin and backlog.

A：New capabilities introduced for the enterprise AI stack include a new Gemini Enterprise Agent platform, which allows users to build, orchestrate, govern, and optimize agents with enterprise controls, and new features in Gemini Enterprise app like projects, canvas, long running agents, and skills.

A：The key achievements of Gemini Enterprise in the past year include over 330 Google Cloud customers processing over 1 trillion tokens, reaching the 10 trillion token milestone, and accelerating usage of Gemini models. Partners have shown significant growth in seed sales and internal use adoptions. American Express is using Gemini to enable analytics at scale, and Gemini Enterprise has seen a 30x year-over-year growth in workflows in BigQuery. The acquisition of Wis has been an excellent strategic fit. Gemini has introduced agents for threat detection, continuous red teaming, and automated remediation, helping customers like Deloitte, Priceline, and Shell to strengthen their security posture.

A：Gemini is enhancing cybersecurity by combining research and analytical skills to provide agents with enterprise data from cloud lake houses, knowledge catalog, and deep research. This is helping organizations prevent and respond to threats. The acquisition of Wis has bolstered this effort, and Gemini has introduced agents for threat detection, continuous red teaming, and automated remediation. This is powered by AI infrastructure, which is also helping in identifying and mitigating cybersecurity risks effectively.

A：Recent developments in YouTube's content consumption and creation include over 200 million hours of YouTube content watched daily and the milestone of over 10 million channels publishing shots each day. YouTube Music and premium offerings have also seen the largest quarterly increase in non-trial subscribers globally and in the U.S. since YouTube Premium launched in June 2018.

A：Waymo has made significant progress in autonomous driving and has expanded its operations to six new cities in 2023, totaling 11 major U.S. cities. It has surpassed 500,000 fully autonomous rides per week, representing a more than doubling in less than a year. Wing, Waymo's delivery robot, has been expanding across the U.S. in partnership with Walmart and DoorDash and has announced plans to operate in the Bay Area.

A：The main financial highlights of Google's performance in the quarter include Google Services revenues of $90 billion, up 16% year on year, primarily driven by the continued growth of search. Search and other revenues grew by 19%, with significant contributions from retail and finance sectors. YouTube advertising revenues grew by 11%, and Google's T revenue was down 4% year on year. Overall, these results reflect the robust monetization strategies and the deployment of Gemini across Google's ad infrastructure.

A：Improvements in AI-driven ad relevance and search strategies include a nearly 10% increase in ads relevance, leading to a significant increase in user engagement. This is achieved through the use of Gemini to ensure promoted ads are highly relevant based on user surroundings, location, history, and intent. Additionally, over 20 improvements to search and shopping bid strategies have been made, with Smart Bidding now using Gemini to match user intent more accurately to an advertiser's products and services, driving performance.

A：Gemini is aiding advertisers with campaign efficiency and effectiveness by driving more efficient and effective campaigns through AI tools. The introduction of AI Max has helped advertisers adapt to conversational search and share more context, resulting in improved performance, quality across targeting, and creative capabilities. For example, Hootsuite saw one-third more clicks for a fifth of the spend while simultaneously increasing the average booking value by 55%, and Etsy experienced a 10% search volume uplift with 15% of those queries being new to their business.

A：The latest developments in AI user experiences for search ads include the introduction of new ad formats such as Direct offers and Gemini ads, which are receiving positive customer feedback and are resonating with users. Partners like L'Oreal and Shu Uemura are testing these Google Ads pilot programs. Additionally, Gemini is exploring new formats for retailers, and AI can already surface organic product recommendations and is testing a new ad format to display retailers selling those products. The retail industry is also converging on the Open source Universal Commerce Protocol (UCP) to redefine consumer journeys.

A：YouTube has launched Gemini, a platform to improve matching and discovery between brands and creators, partnered with YouTube creators like Lisa Koshi for campaigns resulting in significant brand lifts, and made it easier to buy premium ad space and top-tier podcast shows.

A：YouTube's monetization is showing momentum, particularly with shorts and living room engagement. YouTube has seen faster growth in subscriptions revenue than ads, especially in YouTube Music and Premium. YouTube Premium Lite was fully launched in 23 countries and more launches are planned for Q2.

A：Retailers are increasingly using Google to support their AI transformation, with significant multiyear cloud and ads deals closed this quarter. These partnerships aim to deliver personalized AI-driven experiences from discovery to checkout.

A：The company had an outstanding first quarter with 11 consecutive quarters of double-digit revenue growth, total revenue of $109.9 billion, and operating income of $39.7 billion. Google services revenues increased 16% to $89.6 billion, with search and other advertising revenues up 19% to $60.4 billion, and YouTube advertising revenues up 11% to $9.9 billion.

A：The Google Cloud segment had outstanding results, with revenues up 63% to $20 billion. Cloud revenue growth was driven by GCP and AI solutions, with an operating income of $6.6 billion, tripling year over year.

A：The TPU hardware sales agreement is expected to contribute to revenue growth, with a small percent to be recognized later this year and the majority in 2027. The revenues will fluctuate depending on when TPU hardware is shipped to customers.

A：Wiz will be reported in the Google Cloud segment and is expected to cause a low single-digit percentage point headwind to Cloud's operating margin for the remainder of 2026.

A：The full year 2026 CapEx guidance range has been updated to 180 to 190 billion, up from the previous estimate of 175 to 185 billion, to include investments related to the acquisition of Intersect.

A：Sundar Pichai expressed excitement about the opportunity to apply next-generation compute towards enhancing the search business by bringing AI-driven agent flows and workflows to consumers, making it easy for them to use, especially in the context of search.

A：The strategy for selling TPUs to third parties is to leverage them for customers running high-performance AI workloads. TPU sales can be direct to select groups of customers or through Google Cloud, providing infrastructure. The pricing strategy takes into account the need to invest in cutting-edge technology and to support customers' AI workloads, especially in diverse industries and frontier AI labs.

A：The strong performance of the ads business was driven by many parts of the business working well together, with significant contributions from retail, finance, and health verticals. AI overviews and AI mode contributed to greater search usage and growth in overall queries, including commercial ones. The coverage of ads against queries is expected to improve with AI's ability to better understand intent and the expansion of Gemini's intent understanding, which allows for better monetization of previously difficult-to-serve long, complex searches.

A：The company is planning to manage the increase in CapEx by continuing to carefully assess the robust demand across the business and investing more to meet that demand. The increased CapEx will be responsible and provide clarity in future earnings calls about the new numbers, aiming to capitalize on the opportunity while being thoughtful about it.

A：The speaker's company is unique in the market due to a vertically optimized AI stack, ownership of frontier models and silicon, and a deep investment in security layers.

A：The company aims to use AI to create an agentic experience that helps in transforming shopping from discovery to decisions, differentiating brands, removing the 'grunt work' of shopping, and making commercial experiences assistive, personal, and fluid.

A：The Universal Commerce Protocol is a new open industry standard for AI commerce that spans the entire shopping journey, co-authored with industry leaders including Shopify, Walmart, and others.

A：The company plans to focus on user experience by designing useful AI workflows within the shopping journey and developing interesting advertising models while maintaining a focus on user experience.

A：The company prioritizes the need for research and development to develop models of the frontier, which includes computing power for AI development, and takes a long-range planning approach across core areas like search, YouTube, and Google Cloud. They also consider the strong demand for AI solutions and computing infrastructure in Google Cloud and allocate resources accordingly.

A：AI plans have been a significant contributor to Google One revenue growth. Ads have always been important for scaling products to reach billions of people and, when done well, can provide valuable and helpful commercial information.

A：AI is fundamentally changing how the world searches for and accesses information by making search more intelligent, supporting more complex questions, and introducing new features such as AI overviews in AI mode, SearchLens, and Search Live, which is available in all supported languages for AI mode.

A：Margin expansion in the cloud business is driven by robust revenue growth, which provides leverage throughout the income statement. Google Cloud has expanded margins significantly from a year ago, supported by top-line growth, efficient operations, and continued investment in AI to drive business growth.

A：Google manages compute capacity allocation through long-range planning and ROI frameworks. As more valuable use cases are served, Google aims to support users with the most powerful models for demanding queries, providing various tiers of AI subscriptions to access these models.

A：Yes, Google is factoring the complicated supply chain environment into future CapEx commentary due to the inflation and constraints being experienced.

A：A small percentage of TPU hardware sales are expected to convert into revenue later in the year, with the majority anticipated to be realized as revenue in 2027.

A：Google does not provide specific contract margins but indicates that they allocate resources carefully in a constrained environment and are focused on delivering value to customers.