“So to that end, we are accelerating some of our efforts to bring capacity online more quickly this year, as well as some longer-term projects that will give us the flexibility to add capacity in the coming years as well. And that has increased our planned investment for this year.”

In context

“out today is built on top of our AI models and our infrastructure. We released the first Llama 4 models earlier this month. They are some of the most intelligent, best multimodal, lowest latency, and most efficient models that anyone has built. We have more models on the way, including the massive Llama 4 behemoth model. Overall, we are focused on building full general intelligence. All of the opportunities that I've discussed today are downstream of delivering general intelligence and doing so efficiently. The pace of progress across the industry and the opportunities ahead for us are staggering. I want to make sure that we're working aggressively and efficiently, and I also want to make sure that we are building out the leading infrastructure and teams that we need to achieve our goals. So to that end, we are accelerating some of our efforts to bring capacity online more quickly this year, as well as some longer-term projects that will give us the flexibility to add capacity in the coming years as well. And that has increased our planned investment for this year. More broadly, this has been a good start to what I expect will continue to be an intense year. We've got a lot more exciting work in the pipeline that I'm looking forward to sharing soon. I continue to think that this year is going to be a pivotal moment for our industry, and I'm grateful for everyone who is working so hard at the Company to deliver all this amazing technology and new experiences. As always, thank you all for being on this journey with us, `and now, Susan. Susan Li: Thanks, Mark, and good afternoon, everyone. Let's begin with our consolidated results. All comparisons are on a year-over-year basis unless otherwise noted. Q1 total revenue was $42.3 billion, up 16% or 19% on a constant currency basis. Q1 total expenses were $24.8 billion, up 9% compared to last year. In term”