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Project Astra: Google's AI agent that can 'see the world' using your phone camera Use cases that stood out to me: > Summarizing a book page in seconds and chatting with it for follow-ups on complex topics (professor-in-your-pocket) > Identifying a rash: just seasonal hives or something more serious?...

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Rowan Cheung

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20,022 görüntüleme • 1 yıl önce •via X (Twitter)

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Rowan Cheung1 yıl önce

I've been an early tester + had in-person demos for most of Google’s AI projects announced today. I found several practical use cases that will benefit everyday people. 12 use cases of Project Astra/Deep Research Agents/Project Mariner (beyond the hype):

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Rowan Cheung1 yıl önce

Deep Research Agent: Google’s new research assistant that create's full reports on any topic and links back to the relevant sources. Use cases that stood out to me: > Coming up with interview questions based on what people are curious about across the internet. > Conducting market research on stocks (e.g., "Why did Google stock go up today?"). > Creating a full Christmas gift plan for my mom (based on current trends and her preferences highlighted in the prompt) > Creating an analysis and report of my health/fitness and how I can improve based on my Whoop data.

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Rowan Cheung1 yıl önce

Project Mariner: Google's new AI agent that can reason, click the screen, type, and work on your behalf through Chrome. Use cases that stood out to me: > Christmas shopping on my behalf based on my Christmas wishlist > Grocery shopping on my behalf based on my Grocery shopping list (I didn't get to try this one too much, I just got a 20 min in-person hands-on demo at the Google HQ)

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Rowan Cheung1 yıl önce

Beyond the hype, here's my candid feedback for each project: Astra: Needs improved latency and stronger emotional intelligence to feel like an “AI Companion.” Microsoft Copilot Vision/Voice still sets the bar higher here. Deep Research: A toggle to control report length and estimated completion time would be a game-changer for customization. Mariner: Would benefit from voice prompts, better task steering, and notifications via Slack or text when tasks are complete. Overall: Google should avoid launching everything cool at once—it’s overwhelming for creators, journalists, and users trying to explore it all at the same time! 😅 All of the projects have room for improvement. But they’re clear glimpses of what’s coming next and already have several practical use cases. Deep Research, in particular, has already become a staple part of my AI tool stack.

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Rowan Cheung1 yıl önce

To go even deeper, watch my full interview with @demishassabis breaking down: -Gemini 2.0 -Project Astra -The future of AI memory -The best form factor for Astra -The ethics of human-AI relationships -The AI gaming collab with Elon Musk?

Rowan Cheung profil fotoğrafı
Rowan Cheung1 yıl önce

I’ll have a full rundown of all Google's AI updates in tomorrow’s newsletter. If you’re tired of spending your day scrolling X to keep up with AI news, just read our 5-min daily email every morning 🙂 & to support my work, like/retweet the first tweet:

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David Michaels1 yıl önce

Imagine Google's AI agent using a phone camera as the eyes of a robot that walks and talks. Wait. It might even be able to drive, depending on latency.

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Nino Hardt1 yıl önce

Does this feel different from what you get from gemini 2 flash on aistudio?

kelly.soul (💫,⬜️) profil fotoğrafı
kelly.soul (💫,⬜️)1 yıl önce

Fascinating AI capabilities! Imagine if web3 AI agents could leverage similar tech. Opencord's Twitter and Reddit agents could help builders promote their creations through intuitive social replies. AI helping AI grow - that's the future!

Benzer Videolar

Google offers a AI-powered personal assistant that you can use for free. You can talk to it in real time, share your screen with it, and ask it to help you with any given task (sound on 👇). Surprisingly, not many people are using it. Here's how to use it:
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Google offers a AI-powered personal assistant that you can use for free. You can talk to it in real time, share your screen with it, and ask it to help you with any given task (sound on 👇). Surprisingly, not many people are using it. Here's how to use it:

Mushtaq Bilal, PhD

44,549 görüntüleme • 1 yıl önce

Casually vibe coded Trevor Noah's latest website "Books" page using Fable 5 😍 I really loved the effects and animations on the website and immediately wanted to see if I could recreate them with AI. Pretty close in just a couple of prompts, isn't it? Everything is built in Three.js with no 3D assets for the books. Claude built the whole thing using pure math and animated it nicely with GSAP. Feels so realistic and close to real book. Pretty fun to see how close you can get to the kind of work agencies charge thousands of dollars for, just by describing what you want :D Live: Code:
0:23

Casually vibe coded Trevor Noah's latest website "Books" page using Fable 5 😍 I really loved the effects and animations on the website and immediately wanted to see if I could recreate them with AI. Pretty close in just a couple of prompts, isn't it? Everything is built in Three.js with no 3D assets for the books. Claude built the whole thing using pure math and animated it nicely with GSAP. Feels so realistic and close to real book. Pretty fun to see how close you can get to the kind of work agencies charge thousands of dollars for, just by describing what you want :D Live: Code:

The Bugged Dev

234,443 görüntüleme • 24 gün önce

Design. Prototype. Ship. All with the power of Play AI. Use Play AI to: › Generate a chart, a full onboarding flow, or a background with shifting gradients. Play creates it in real time with the new AI View. › Prototype using natural language — “On tap, open this page in a sheet and add a haptic.” › Design effects like Liquid Glass, system icons, or native elements in seconds. Try Play AI for free today!
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Design. Prototype. Ship. All with the power of Play AI. Use Play AI to: › Generate a chart, a full onboarding flow, or a background with shifting gradients. Play creates it in real time with the new AI View. › Prototype using natural language — “On tap, open this page in a sheet and add a haptic.” › Design effects like Liquid Glass, system icons, or native elements in seconds. Try Play AI for free today!

Play

26,079 görüntüleme • 10 ay önce

We’re launching a brand new, full-stack vibe coding experience in Google AI Studio, made possible by integrations with the Google Antigravity coding agent and Firebase backends. This unlocks: — Full-stack multiplayer experiences: Create complex, multiplayer apps with fully-featured UIs and backends directly within AI Studio — Connection to real-world services: Build applications that connect to live data sources, databases, or payment processors and the Antigravity agent will securely store your API credentials for you — A smarter agent that works even when you don't: By maintaining a deeper understanding of your project structure and chat history, the agent can execute multi-step code edits from simpler prompts. It also remembers where you left off and completes your tasks while you’re away, so you can seamlessly resume your builds from anywhere — Configuration of database connections and authentication flows: Add Firebase integration to provision Cloud Firestore for databases and Firebase authentication for secure sign-in This demo displays what can be built in the new vibe coding experience in AI Studio. Geoseeker is a full-stack application that manages real-time multiplayer states, compass-based logic, and an external API integration with Google Maps 🕹️
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We’re launching a brand new, full-stack vibe coding experience in Google AI Studio, made possible by integrations with the Google Antigravity coding agent and Firebase backends. This unlocks: — Full-stack multiplayer experiences: Create complex, multiplayer apps with fully-featured UIs and backends directly within AI Studio — Connection to real-world services: Build applications that connect to live data sources, databases, or payment processors and the Antigravity agent will securely store your API credentials for you — A smarter agent that works even when you don't: By maintaining a deeper understanding of your project structure and chat history, the agent can execute multi-step code edits from simpler prompts. It also remembers where you left off and completes your tasks while you’re away, so you can seamlessly resume your builds from anywhere — Configuration of database connections and authentication flows: Add Firebase integration to provision Cloud Firestore for databases and Firebase authentication for secure sign-in This demo displays what can be built in the new vibe coding experience in AI Studio. Geoseeker is a full-stack application that manages real-time multiplayer states, compass-based logic, and an external API integration with Google Maps 🕹️

Google AI

4,750,170 görüntüleme • 5 ay önce

we just launched magic camera on the r1 to bring some #rabbitmagic to your life. in vision mode, press the button once to snap a picture of something, then check your rabbithole journal on the web about 30 seconds later for a fun surprise! we want to see your magic camera photos, so share them with us using the #rabbitmagic hashtag and we’ll repost our favorites.
2:02

we just launched magic camera on the r1 to bring some #rabbitmagic to your life. in vision mode, press the button once to snap a picture of something, then check your rabbithole journal on the web about 30 seconds later for a fun surprise! we want to see your magic camera photos, so share them with us using the #rabbitmagic hashtag and we’ll repost our favorites.

rabbit inc.

268,991 görüntüleme • 2 yıl önce

META launches a new feature that will allow Facebook and Instagram to continuously scan all your photos and video and upload them to their cloud “Facebook is now using AI to scan every single photo and video within your phone — This is terrifying. Not only are they scanning those photos and videos, but then they're uploading it to the cloud continuously. It's operating continuously in the background scanning those photos to figure out the time of day, the location, the other people in your photos, that it can determine what it thinks you should post” The scanning happens on-device using AI models for suggestions, but Meta can upload and process data to the cloud when you interact It’s in opt in feature, so make sure to never opt in and if you have make sure to opt out The service is called ‘Camera Roll Sharing Suggestions’
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META launches a new feature that will allow Facebook and Instagram to continuously scan all your photos and video and upload them to their cloud “Facebook is now using AI to scan every single photo and video within your phone — This is terrifying. Not only are they scanning those photos and videos, but then they're uploading it to the cloud continuously. It's operating continuously in the background scanning those photos to figure out the time of day, the location, the other people in your photos, that it can determine what it thinks you should post” The scanning happens on-device using AI models for suggestions, but Meta can upload and process data to the cloud when you interact It’s in opt in feature, so make sure to never opt in and if you have make sure to opt out The service is called ‘Camera Roll Sharing Suggestions’

Wall Street Apes

218,965 görüntüleme • 1 ay önce

someone built a device that DETECTS when FEDS is SPYING on your phone nearby its called rayhunter, made by the EFF, and it costs $20 you buy a cheap mobile hotspot from amazon, flash it with their open source software, and carry it in your pocket feds use devices called stingrays that pretend to be real cell towers so your phone connects to them instead, once connected they can track your EXACT location, grab your phone identity, and potentially intercept your calls and messages counter-surveillance equipment used to cost THOUSANDS of $ and required serious technical knowledge now its $20 and fits in your pocket
1:52

someone built a device that DETECTS when FEDS is SPYING on your phone nearby its called rayhunter, made by the EFF, and it costs $20 you buy a cheap mobile hotspot from amazon, flash it with their open source software, and carry it in your pocket feds use devices called stingrays that pretend to be real cell towers so your phone connects to them instead, once connected they can track your EXACT location, grab your phone identity, and potentially intercept your calls and messages counter-surveillance equipment used to cost THOUSANDS of $ and required serious technical knowledge now its $20 and fits in your pocket

chiefofautism

576,741 görüntüleme • 5 ay önce

Today, Search Live is available in English in the U.S. — no Labs opt-in required. ✨ You can now have a free-flowing, back-and-forth conversation with Search using your voice and phone camera. Live in Search combines the power of Google Lens and AI Mode to see and accurately identify objects in front of you. This allows Search to understand exactly what you are looking at and help you find the most relevant information across the web to respond to your questions in real time. Try it today by tapping Live in the Google app (iOS and Android) or Lens, and let us know what you think!
1:05

Today, Search Live is available in English in the U.S. — no Labs opt-in required. ✨ You can now have a free-flowing, back-and-forth conversation with Search using your voice and phone camera. Live in Search combines the power of Google Lens and AI Mode to see and accurately identify objects in front of you. This allows Search to understand exactly what you are looking at and help you find the most relevant information across the web to respond to your questions in real time. Try it today by tapping Live in the Google app (iOS and Android) or Lens, and let us know what you think!

Google AI

48,572 görüntüleme • 10 ay önce

New short course: Practical Multi AI Agents and Advanced Use Cases with crewAI. Learn to build and deploy advanced agent-based systems in real applications in this course, created with CrewAI and taught by its founder, João Moura! (Disclosure: I've made a small seed investment in CrewAI.) In this course, you’ll learn how to create advanced agent-based apps that use external tools, do performance testing, can be trained with human feedback, and perform multiple tasks with different large language models. You will build several practical agentic apps that provide real business value, such as an automated project planning system, lead scoring and engagement pipeline, customer support data analysis, and a robust content creation system. In detail, you will learn how to: - Create these multi-agent systems with the building blocks of tasks, agents, and crews, along with the different things that make them work, such as caching, memory, and guardrails. - Integrate your multi-agent application with internal and external systems. - Connect multiple agents in complex setups, including parallel, sequential, and hybrid configurations, and create flows involving multiple agentic applications working together. - Test your agentic workflow and train it using human feedback to optimize its performance for better and more consistent results. - Work with multiple LLMs in your multi-agent system, using the appropriate model sizes and providers to fit each agent’s specific task. - Start a project from scratch in your environment and prepare it for deployment. You’ll also learn from an interview between João and Jacob Wilson, the Commercial GenAI Principal at PwC , in which they discuss deploying agentic workflows in real industry use cases. By the end of this course, you will be equipped to start building custom multi-agentic systems for your work. Please sign up here!
2:52

New short course: Practical Multi AI Agents and Advanced Use Cases with crewAI. Learn to build and deploy advanced agent-based systems in real applications in this course, created with CrewAI and taught by its founder, João Moura! (Disclosure: I've made a small seed investment in CrewAI.) In this course, you’ll learn how to create advanced agent-based apps that use external tools, do performance testing, can be trained with human feedback, and perform multiple tasks with different large language models. You will build several practical agentic apps that provide real business value, such as an automated project planning system, lead scoring and engagement pipeline, customer support data analysis, and a robust content creation system. In detail, you will learn how to: - Create these multi-agent systems with the building blocks of tasks, agents, and crews, along with the different things that make them work, such as caching, memory, and guardrails. - Integrate your multi-agent application with internal and external systems. - Connect multiple agents in complex setups, including parallel, sequential, and hybrid configurations, and create flows involving multiple agentic applications working together. - Test your agentic workflow and train it using human feedback to optimize its performance for better and more consistent results. - Work with multiple LLMs in your multi-agent system, using the appropriate model sizes and providers to fit each agent’s specific task. - Start a project from scratch in your environment and prepare it for deployment. You’ll also learn from an interview between João and Jacob Wilson, the Commercial GenAI Principal at PwC , in which they discuss deploying agentic workflows in real industry use cases. By the end of this course, you will be equipped to start building custom multi-agentic systems for your work. Please sign up here!

Andrew Ng

341,204 görüntüleme • 1 yıl önce

Today, the future of IT support 𝘴𝘱𝘦𝘢𝘬𝘴 for itself! We’ve just launched Atomicwork’s Universal Agent, now available right from your browser with built-in Voice, Vision, Chat and Work AI capabilities! This isn’t just another update; it’s a revolutionary leap toward contextual, intelligent, real-time support. Atom understands what’s on your screen, listens to what you need, and guides you through tasks step by step. For years, IT support has meant navigating portals, raising tickets, and just waiting for help. @ Atom, the Universal Agent, changes that. It works where you work—in your browser, inside business apps you use at work like Salesforce or Jira to offer proactive and intuitive support with zero context-switching. 🗣️ Talks to you in natural language using Voice AI - Whether it’s fixing an access issue or fetching a sales report, just say it. Atom listens, responds, and walks you through the next-best actions in real time. 👁️ Sees what you can see using Vision AI – Finding it tough to explain what’s broken? Atom sees your screen, understands the issue you're facing and steps in to guide you. 💻 Works where you work using Work AI. The browser extension ensures that it’s available wherever you are and get help in whatever mode you prefer. This launch is just the beginning of a smarter, more seamless way to support employees and service teams alike. Support now can truly be accessed from anywhere, anytime! 💪 We can't wait for you to try out our Universal Agent for your varied enterprise support use cases 🚀 Sign up now to see it in action 🔗 🎦 Watch our team, Denin Siby, Bhavya Vats, Arkajit Datta, and Aishwarya 👾 Hariharan, take you through the core capabilities of the Universal Agent: . . . Vijay Rayapati Parsuram Vijayasankar Aparna Chugh Denin Siby Arkajit Datta
1:02

Today, the future of IT support 𝘴𝘱𝘦𝘢𝘬𝘴 for itself! We’ve just launched Atomicwork’s Universal Agent, now available right from your browser with built-in Voice, Vision, Chat and Work AI capabilities! This isn’t just another update; it’s a revolutionary leap toward contextual, intelligent, real-time support. Atom understands what’s on your screen, listens to what you need, and guides you through tasks step by step. For years, IT support has meant navigating portals, raising tickets, and just waiting for help. @ Atom, the Universal Agent, changes that. It works where you work—in your browser, inside business apps you use at work like Salesforce or Jira to offer proactive and intuitive support with zero context-switching. 🗣️ Talks to you in natural language using Voice AI - Whether it’s fixing an access issue or fetching a sales report, just say it. Atom listens, responds, and walks you through the next-best actions in real time. 👁️ Sees what you can see using Vision AI – Finding it tough to explain what’s broken? Atom sees your screen, understands the issue you're facing and steps in to guide you. 💻 Works where you work using Work AI. The browser extension ensures that it’s available wherever you are and get help in whatever mode you prefer. This launch is just the beginning of a smarter, more seamless way to support employees and service teams alike. Support now can truly be accessed from anywhere, anytime! 💪 We can't wait for you to try out our Universal Agent for your varied enterprise support use cases 🚀 Sign up now to see it in action 🔗 🎦 Watch our team, Denin Siby, Bhavya Vats, Arkajit Datta, and Aishwarya 👾 Hariharan, take you through the core capabilities of the Universal Agent: . . . Vijay Rayapati Parsuram Vijayasankar Aparna Chugh Denin Siby Arkajit Datta

Atomicwork

15,053 görüntüleme • 1 yıl önce

Introducing Fonttrio - the new shadcn/google-fonts :DDD Stop spending time picking fonts, adding them to layout.tsx, and configuring them in globals.css for every typography element. Fonttrio does all of that for you using shadcn registry:font. I’ve put together a collection of font pairs (based on my own preferences and combinations from Google Fonts) so you can set up fonts in your project with just one command. Let’s stop using only Inter and Geist - there are so many more interesting fonts out there!
1:43

Introducing Fonttrio - the new shadcn/google-fonts :DDD Stop spending time picking fonts, adding them to layout.tsx, and configuring them in globals.css for every typography element. Fonttrio does all of that for you using shadcn registry:font. I’ve put together a collection of font pairs (based on my own preferences and combinations from Google Fonts) so you can set up fonts in your project with just one command. Let’s stop using only Inter and Geist - there are so many more interesting fonts out there!

KapishDima

227,935 görüntüleme • 5 ay önce

Let me share a long-awaited behind-the-scenes video of how Simulon works. It all starts with setting up a scene. You set the location, lighting conditions and capture the light map with a few turns. After that, you can capture the environment mesh using the Lidar scanner. That's the moment the fun begins. You can bring in your #3D models with animations and capture a video of up to 50" using the #AR preview on screen. After that is done, you send the footage to the cloud and in a couple of minutes you get back an incredible #CGI shot. And this is just the beginning. Follow Gabriele Romagnoli to see how Simulon integrates with #Blender and in a full #VFX workflow. A special thanks to Divesh Naidoo for sharing early access and for building something 🤯
1:18

Let me share a long-awaited behind-the-scenes video of how Simulon works. It all starts with setting up a scene. You set the location, lighting conditions and capture the light map with a few turns. After that, you can capture the environment mesh using the Lidar scanner. That's the moment the fun begins. You can bring in your #3D models with animations and capture a video of up to 50" using the #AR preview on screen. After that is done, you send the footage to the cloud and in a couple of minutes you get back an incredible #CGI shot. And this is just the beginning. Follow Gabriele Romagnoli to see how Simulon integrates with #Blender and in a full #VFX workflow. A special thanks to Divesh Naidoo for sharing early access and for building something 🤯

Gabriele Romagnoli

142,533 görüntüleme • 2 yıl önce

Claude Code can parse the whole Internet using Apify actors. And with MCP connectors, you can talk to servers and have your agents perform operations behind paywalls. Example (see the video here): Analyze a YouTube video and write the summary in a Notion page. Another example: Scrape the school calendar and automatically add the events to your Google Calendar. You can do all of this using Claude Code + Apify Skills. Setting this up takes a few seconds: • Open your Apify settings > API & Integrations • Connect your tool (Notion, Google Calendar, ...) • Authorize once Your actors will now have direct read and write access to those services. Here is a blog post with an explanation of how MCP connectors work in Apify: Thanks to the Apify team for partnering with me on this post.
5:42

Claude Code can parse the whole Internet using Apify actors. And with MCP connectors, you can talk to servers and have your agents perform operations behind paywalls. Example (see the video here): Analyze a YouTube video and write the summary in a Notion page. Another example: Scrape the school calendar and automatically add the events to your Google Calendar. You can do all of this using Claude Code + Apify Skills. Setting this up takes a few seconds: • Open your Apify settings > API & Integrations • Connect your tool (Notion, Google Calendar, ...) • Authorize once Your actors will now have direct read and write access to those services. Here is a blog post with an explanation of how MCP connectors work in Apify: Thanks to the Apify team for partnering with me on this post.

Santiago

19,783 görüntüleme • 1 ay önce

We’re testing something that I’m very excited about - giving users literal control of the algorithm, using just the English language. You can write, iterate, tune and schedule your own unique playlist algorithm by writing a prompt, using any world information as well as all your own play history and data, like for example: ”Give me all the tracks that are trending in TV-shows right now, tell me which show and specific episode they are from, filter them by my taste and show only tracks that I’ve never listened to before. ” and then schedule it to update daily or weekly. It’s a lot of fun!
0:23

We’re testing something that I’m very excited about - giving users literal control of the algorithm, using just the English language. You can write, iterate, tune and schedule your own unique playlist algorithm by writing a prompt, using any world information as well as all your own play history and data, like for example: ”Give me all the tracks that are trending in TV-shows right now, tell me which show and specific episode they are from, filter them by my taste and show only tracks that I’ve never listened to before. ” and then schedule it to update daily or weekly. It’s a lot of fun!

Gustav Söderström

23,110 görüntüleme • 8 ay önce