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AI is having a very busy year. |
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We are taking the next step in Gmail with Help Me Write. |
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Let's say you got this email that your flight was canceled. |
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The airline has sent a voucher, |
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but what you really want is a full refund. |
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You could reply and use Help Me Write. |
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Just type in the prompt of what you want, |
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an email to ask for a full refund, |
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hit Create, and a full draft appears. |
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It conveniently pulled in flight details |
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from the previous email. |
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Maybe you want to refine it further. |
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In this case, a more elaborate email |
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might increase the chances of getting the refund. |
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Help Me Write will start rolling out |
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as part of our workspace updates. |
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Another product made better by AI is Google Photos. |
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Magic Eraser, launched first on Pixel, |
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uses AI-powered computational photography |
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to remove unwanted distractions. |
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Using a combination of semantic understanding |
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and generative AI, you can do much more |
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with a new experience called Magic Editor. |
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Say you're on a hike and you stop to take a photo |
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in front of a waterfall. |
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You wish you had taken your bag off for the photo, |
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so let's go ahead and remove that back strap. |
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And maybe you want to even get rid of some clouds, |
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make it feel as sunny as you remember it. |
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You wish you had posed so it looks like |
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you're really catching the water in your hand. |
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No problem, you can adjust that. |
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We are excited to roll out Magic Editor |
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in Google Photos later this year. |
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We are ready to announce our latest farm model |
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in production, Farm 2. |
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Highly capable at a wide range of tasks |
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and easy to deploy. |
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We are announcing over 25 products and features |
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powered by Farm 2 today. |
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Farm 2 can also help developers |
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collaborating around the world. |
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Let's say you're working with a colleague in Seoul |
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and you're debugging code. |
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You can ask it to fix a bug and help out your teammate |
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by adding comments in Korean to the code. |
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It first recognizes the code is recursive, |
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suggests a fix, and even explains |
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the reasoning behind the fix. |
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And as you can see, it added comments in Korean |
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just like you asked. |
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It really shines when fine-tuned |
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on domain-specific knowledge. |
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Another example is MedPalm 2. |
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In this case, it's fine-tuned on medical knowledge. |
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This fine-tuning achieved a 9x reduction |
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in inaccurate reasoning when compared to the model, |
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approaching the performance of clinician experts |
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who answered the same set of questions. |
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In fact, MedPalm 2 was the first language model |
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to perform at expert level |
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on medical licensing exam-style questions. |
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We are also working to add capabilities to MedPalm 2 |
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so that it can synthesize information from medical imaging |
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like plane films and mammograms. |
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You can imagine an AI collaborator |
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that helps radiologists interpret images |
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and communicate the result. |
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These are some examples of Palm 2 |
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being used in specialized domains. |
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So I am pleased to announce |
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that it is now available in preview. |
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Using the computational resources of Google, |
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they are focused on building more capable systems. |
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This includes our next-generation foundation model, Gemini, |
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which is still in training. |
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Gemini was created from the ground up to be multimodal, |
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highly efficient at tool and API integrations, |
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and built to enable future innovations |
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like memory and planning. |
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Once fine-tuned and rigorously tested for safety, |
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Gemini will be available at various sizes and capabilities, |
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just like Palm 2. |
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We are a rapidly evolving board. |
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It now supports a wide range of programming capabilities, |
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and it's gotten much smarter at reasoning and math problems. |
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As of today, it is now fully running on Palm 2. |
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With Palm 2, Bard's math, logic, and reasoning skills |
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made a huge leap forward. |
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Bard can now collaborate on tasks like code generation, |
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debugging, and explaining code snippets. |
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Bard has already learned more than 20 programming languages, |
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including C++, Go, JavaScript, Python, Kotlin, |
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and even Google Sheets functions. |
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I'm excited to announce that tools are coming to Bard. |
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As you collaborate with Bard, |
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you'll be able to tap into services from Google |
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and extensions with partners |
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to let you do things never before possible. |
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We're starting with some of the Google apps |
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that people love and use every day. |
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In the next few weeks, Bard will become more visual, |
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both in its responses and your prompts. |
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We'll also make it easy for you to prompt Bard with images, |
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giving you even more ways to explore and create. |
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You might upload an image and ask Bard |
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to write a funny caption about these two. |
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Lens detects that this is a photo |
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of a goofy German shepherd and a golden retriever, |
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and then Bard uses that to create some funny caption. |
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Now, that's a taste of what's possible |
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when Bard meets some of Google's apps. |
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Bard will be able to tap into all kinds of services |
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from across the web, |
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with extensions from incredible partners like Instacart, |
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Indeed, Khan Academy, and many more. |
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With Adobe Firefly, |
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you'll be able to generate completely new images |
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from your imagination right in Bard. |
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Now, let's say I'm planning a birthday party |
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for my seven-year-old who loves unicorns. |
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I want a fun image to send out with the invitations. |
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Make an image of a unicorn and a cake at a kids' party. |
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Okay, now Bard is working with Firefly |
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to bring what I imagined to life. |
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How amazing is that? |
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So today, we are removing the wait list |
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and opening up Bard to over 180 countries and territories. |
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Imagine you run a dog walking business. |
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Sheets can help you get organized. |
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In a new sheet, simply type something like |
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client and pet roster for a dog walking business |
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with rates and hit Create. |
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Sheets sends this input to a fine-tuned model |
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that we've been training |
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with all sorts of sheet-specific use cases. |
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The model figured out what you might need. |
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The generated table has things like the dog's name, |
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client info, notes, et cetera. |
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This is a good start for you to tinker with. |
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Say you're about to give an important presentation |
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and you've been so focused on the content |
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that you forgot to prepare speaker notes. |
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Presentation is in an hour. |
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No need to panic. |
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Look at what one of the suggestions is. |
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Create speaker notes for each slide. |
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What happened behind the scenes here |
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is that the presentation and other relevant context |
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was sent to the model to help create these notes. |
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And once you've reviewed them, |
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you can hit Insert and edit the notes |
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to convey what you intended. |
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Let's start with a search for what's better |
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for a family with kids under three and a dog, |
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Bryce Canyon, or arches. |
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What you see here looks pretty different. |
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So let me first give you a quick tour. |
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You'll notice a new integrated search results page. |
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So you can get even more out of a single search. |
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There's an AI-powered snapshot |
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that quickly gives you the lay of the land on a topic. |
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And so here you can see |
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that while both parks are kid-friendly, |
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only Bryce Canyon has more options for your furry friend. |
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Then if you wanna dig deeper, |
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there are links included in the snapshot. |
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So you can check out more details |
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and really explore the richness of the topic. |
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In this case, maybe you wanna ask a follow-up about e-bikes. |
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So you look for one in your favorite color, red. |
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And without having to go back to square one, |
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Google Search understands your full intent |
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and that you're looking specifically for e-bikes in red |
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that would be good for a five-mile commute with hills. |
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And even when you're in this conversational mode, |
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it's an integrated experience. |
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So you can simply scroll to see other search results. |
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Maybe this e-bike seems to be a good fit for your commute. |
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With just a click, |
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you're able to see a variety of retailers |
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that have it in stock |
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and some that offer free delivery or returns. |
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You'll also see current prices, including deals, |
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and can seamlessly go to a merchant site, |
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check out, and turn your attention to what really matters, |
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getting ready to ride. |
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If you're in the US, you can join the waitlist today |
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by tapping the Labs icon |
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in the latest version of the Google app or Chrome desktop. |
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There are three ways Google Cloud can help you |
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take advantage of the massive opportunity in front of you. |
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You can build generative applications |
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using our AI platform, Vertex AI. |
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With Vertex, you can access foundation models |
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for chat, text, and image. |
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You just select the model you want to use, |
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create prompts to tune the model, |
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and you can even fine-tune the model's weights |
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on your own dedicated compute clusters. |
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In addition to Palm 2, |
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we're excited to introduce three new models in Vertex, |
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including Imagine, which powers image generation, |
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editing, and customization from text inputs. |
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Kodi for code completion and generation, |
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which you can train on your own code base |
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to help you build applications faster |
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and Chirp, our universal speech model, |
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which brings speech to text accuracy |
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for over 300 languages. |
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We're also introducing reinforcement learning |
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from human feedback into Vertex AI. |
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You can fine-tune pre-trained models, |
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incorporating human feedback |
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to further improve the model's results. |
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You can also fine-tune a model |
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on domain or industry-specific data. |
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All of these features are now in preview, |
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and I encourage each and every one of you to try them. |
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Now, to show you just how powerful the Palm API is, |
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I wanna share one concept |
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that five engineers at Google put together |
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over the last few weeks. |
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The idea is called Project Tailwind, |
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and we think of it as an AI-first notebook |
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that helps you learn fast. |
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Like a real notebook, |
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your notes and your sources power Tailwind. |
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How it works is you can simply pick the files |
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from Google Drive, |
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and it effectively creates a personalized |
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and private AI model |
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that has expertise in the information that you give it. |
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Now, imagine that I'm a student |
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taking a computer science history class. |
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I'll open up Tailwind, |
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and I can quickly see in Google Drive |
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all my different notes and assignments and readings. |
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I can insert them, |
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and what'll happen when Tailwind loads up, |
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as you can see, |
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my different notes and articles on the side, |
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here they are in the middle, |
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and it instantly creates a study guide |
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on the right to give me bearings. |
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You can see it's pulling out key concepts and questions |
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grounded in the materials that I've given it. |
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Now, I can come over here |
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and quickly change it to go across all the different sources |
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and type something like create glossary for Hopper. |
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And what's gonna happen behind the scenes |
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is it'll automatically compile a glossary |
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associated with all the different notes and articles |
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relating to Grace Hopper, |
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the computer science history pioneer. |
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Look at this, Flomatic, COBOL, Compiler, |
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all created based on my notes. |
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Now, let's try one more. |
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I'm gonna try something else |
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called different viewpoints on Dynabook. |
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So the Dynabook, this was a concept from Alan Kay. |
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Again, Tailwind, going out, |
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finding all the different things. |
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You can see how quick it comes back. |
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There it is. |
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And what's interesting here |
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is it's helping me think through the concept. |
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So it's giving me different viewpoints. |
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It was a visionary product. |
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It was a missed opportunity. |
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But my favorite part is it shows its work. |
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You can see the citations here. |
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When I hover over, here's something from my class notes. |
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Here's something from an article the teacher has signed. |
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It's all right here, grounded in my sources. |
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In the coming months, we're adding two new ways |
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for people to evaluate images. |
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First, with our About This Image tool in Google Search, |
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you will be able to see important information |
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such as when and where similar images may have first appeared |
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where else the image has been seen online, |
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including news, fact-checking, and social sites. |
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All this providing you with helpful context |
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to determine if it's reliable. |
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Later this year, you'll also be able to use it |
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if you search for an image or screenshot using Google Lens. |
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Universal Translate is an experimental |
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AI video dubbing service |
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that helps experts translate a speaker's voice |
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while also matching their lip movements. |
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What many college students don't realize |
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is that knowing when to ask for help |
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and then following through on using helpful resources |
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is actually a hallmark of becoming a productive adult. |
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Many college students don't realize |
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that knowing when to ask for help and then following through on using helpful resources |
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is actually a hallmark of becoming a productive adult. |
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We use next-generation translation models |
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to translate what the speaker is saying, |
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models to replicate the style and the tone, |
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and then match the speaker's lip movements. |
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Then we bring it all together. |
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Messages and conversations can be so much more expressive, |
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fun, and playful with Magic Compose. |
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It's a new feature coming to Google Messages |
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powered by generative AI. |
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So just type your message like you normally would |
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and then choose how you want it to sound. |
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Magic Compose will do the rest. |
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So your messages give off more positivity, |
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more rhymes, more professionalism. |
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With our new generative AI wallpapers, |
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you choose what inspires you, |
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and then we create a beautiful wallpaper to fit your vision. |
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So let's take a look. |
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So this time, I'm going to go and select |
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Create a Wallpaper with AI. |
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And I like classic art, so let me tap that. |
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Now, you'll notice at the bottom, |
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we use structured prompts to make it easier to create. |
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So for example, I can pick, what am I going to do? |
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City by the Bay in a post-impressionist style. |
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Tap Create Wallpaper. |
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Now, behind the scenes, |
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we're using Google's text-to-image diffusion models |
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to generate completely new and original wallpaper. |
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And I can swipe through |
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and see all the different options that it's created. |
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Generative AI wallpapers will be coming this fall. |
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What if you could leverage the power of Duet AI |
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to build apps on Workspace |
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without even knowing how to code? |
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Let's say I'm asked to create an app |
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to better manage traffic requests for our team. |
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I head over to AppSheet, |
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a no-code platform used to build apps |
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integrated with Google Workspace. |
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I describe in natural language |
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the travel approval app I want to build. |
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Duet AI walks me through the process step-by-step, |
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asking a simple set of questions like, |
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how would I like to be notified? |
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What are the key sections of my app? |
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And most importantly, what's the name of the app? |
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Once the questions are answered, |
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Duet AI creates the app with travel requests |
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from my team within Google Workspace. |
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I love how Duet AI empowers everyone |
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to get things done quickly and more effectively. |
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Last year, we launched the ARCore Geospatial API, |
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and it's enabled many of you |
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to build location-based immersive experiences. |
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With ARCore now available on over 1.4 billion devices, |
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we wanted to go a step further |
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and share this opportunity with more types of creators |
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than just the hardcore coders. |
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Starting today, you can easily design and publish |
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with our new geospatial creator |
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powered by ARCore and Google Maps platform. |
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It's available today in tools |
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that creators already know and love, |
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Unity and Adobe Aero and Geospatial Prerelease. |
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Anyone can now create engaging AR experiences |
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with just a few clicks. |
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To give you an idea of what you can achieve with these tools, |
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we're partnering with Tytho |
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to launch the Space Invaders World Defense game |
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later this summer. |
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It's inspired by the original gameplay, |
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and it turns your city into a playground. |
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And now you can head to the Google I.O. website |
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to find 200 sessions and other learning material |
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to go deeper into everything you heard today, |
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all the I.O. announcements. |
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Go create! |