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AI Mode is our most powerful AI Search but... how does it work? 🔍 Using a "query fan out" technique, Search calls on Gemini to break a query into subtopics. Then it issues multiple, concurrent searches and taps into real-time data to generate the most helpful response.

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Google AI

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25,938 просмотров • 1 год назад •via X (Twitter)

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Фото профиля Google AI
Google AI1 год назад

Our AI journey started in an effort to make Search more helpful. However, people have been asking more questions, including complex, longer, and multimodal questions. While AI Overviews has begun to address this evolving curiosity, we're just getting started 🧵

Фото профиля Google AI
Google AI1 год назад

We're also bringing the power of AI to your Shopping. The virtual "try it on" feature is powered by a new custom image generation model for fashion. It understands the human body + nuances of clothing, creating a try-on experience that works with photos of you.

Фото профиля HUDI
HUDI2 лет назад

🚨 AI is coming to HUDI! 🚀 We’re working on bringing you a private AI to 💬 “talk with your data” for valuable insights. 🐸 With DataMask, the first self-custody data wallet, you have full control. Manage, share, and monetize your data with daily grants, quests, and surveys on HUDI dapp. Reclaim your data’s value and start earning soon with HUDI! 🌟 #AI #DataPrivacy #DataMonetization #HUDI #DataMask #SelfCustody #DailyGrant #TechForGood #ReclaimYourData @Jason thanks for the meme base 🤣❤️ have a look at our adventure updates!

Фото профиля Cyber Luna
Cyber Luna1 год назад

It seems important to better align AI with evolving user queries' intricacies.

Фото профиля Cassian Cyber
Cassian Cyber1 год назад

The journey ahead looks promising with complex question handling.

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AI Mode in Search introduces new reasoning and tools under the hood with a custom version of Gemini models. For any question, it makes a plan, breaks it down into related subtopics, and runs multiple Google searches to find the most helpful and reliable info. With this query fan-out, AI Mode finds real-time info from both the web and from Google, like facts from our Knowledge Graph, info about the real-world, and shopping details on billions of products. This approach helps you get a greater breadth and depth of information than a traditional search on Google.
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AI Mode in Search introduces new reasoning and tools under the hood with a custom version of Gemini models. For any question, it makes a plan, breaks it down into related subtopics, and runs multiple Google searches to find the most helpful and reliable info. With this query fan-out, AI Mode finds real-time info from both the web and from Google, like facts from our Knowledge Graph, info about the real-world, and shopping details on billions of products. This approach helps you get a greater breadth and depth of information than a traditional search on Google.

Robby Stein

37,507 просмотров • 1 год назад

Our most powerful AI search is now rolling out in the UK 🇬🇧 AI Mode in Google Search expands on AI Overviews and allows you to go even deeper through follow-up questions and helpful links to the web. Try it today! Learn more →
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Our most powerful AI search is now rolling out in the UK 🇬🇧 AI Mode in Google Search expands on AI Overviews and allows you to go even deeper through follow-up questions and helpful links to the web. Try it today! Learn more →

Google UK

5,082,795 просмотров • 11 месяцев назад

We’re bringing deep research capabilities into AI Mode through Deep Search. Deep Search is our most advanced research tool in Google Search and can help save you hours of time by going deeper on your tougher, more complex questions. How, you ask? Let's break it down.
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We’re bringing deep research capabilities into AI Mode through Deep Search. Deep Search is our most advanced research tool in Google Search and can help save you hours of time by going deeper on your tougher, more complex questions. How, you ask? Let's break it down.

Google AI

61,971 просмотров • 11 месяцев назад

Google's best model is actually hidden Gemini 2.5 Pro with Web Grounding is incredible and only available in AI Studio You get free access to the most powerful model with real-time data: - Access AI Studio - Select Gemini 2.5 Pro Preview - Activate Grounding with Search Gemini will search the data, think, then give you the answers with the sources.
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Google's best model is actually hidden Gemini 2.5 Pro with Web Grounding is incredible and only available in AI Studio You get free access to the most powerful model with real-time data: - Access AI Studio - Select Gemini 2.5 Pro Preview - Activate Grounding with Search Gemini will search the data, think, then give you the answers with the sources.

Paul Couvert

149,669 просмотров • 1 год назад

Just tried Google's new AI Mode (unsure if I've got access because I'm in New York still vs London), it promises smarter, deeper and context-aware search. At the Google Search Central Live conference NYC on Thursday last week, Google explained: “When you issue a query in AI Mode, the system doesn’t just return the top 10 blue links, it fans out to capture a range of variations, delivering a predictive summary of what your query is really about.” They added, “AI Mode isn’t a radical departure from traditional search—it’s an evolution that leverages advanced query fan-out to surface richer, context-aware results.” On ranking, they advised, “Don’t stress about snagging the top spot in AI Mode. Focus on quality content and genuine user intent. The system rewards diverse, meaningful signals, not just the blue links.” In essence, “AI Mode takes our familiar search process, expands its view to consider multiple related queries, and synthesizes that into a comprehensive overview. It’s all about context over mere keyword matching.” Bottom line: it’s essentially Google’s take on ChatGPT, embedded right in Search to keep users on their turf rather than as a separate app like Gemini but seemingly in a different tab underneath the search bar (for now). Still waiting to see if it truly delivers or if it’s just another hyped product. Check out my demo video. ... #GoogleSearch #AIMode #SearchCentral #SEO
1:39

Just tried Google's new AI Mode (unsure if I've got access because I'm in New York still vs London), it promises smarter, deeper and context-aware search. At the Google Search Central Live conference NYC on Thursday last week, Google explained: “When you issue a query in AI Mode, the system doesn’t just return the top 10 blue links, it fans out to capture a range of variations, delivering a predictive summary of what your query is really about.” They added, “AI Mode isn’t a radical departure from traditional search—it’s an evolution that leverages advanced query fan-out to surface richer, context-aware results.” On ranking, they advised, “Don’t stress about snagging the top spot in AI Mode. Focus on quality content and genuine user intent. The system rewards diverse, meaningful signals, not just the blue links.” In essence, “AI Mode takes our familiar search process, expands its view to consider multiple related queries, and synthesizes that into a comprehensive overview. It’s all about context over mere keyword matching.” Bottom line: it’s essentially Google’s take on ChatGPT, embedded right in Search to keep users on their turf rather than as a separate app like Gemini but seemingly in a different tab underneath the search bar (for now). Still waiting to see if it truly delivers or if it’s just another hyped product. Check out my demo video. ... #GoogleSearch #AIMode #SearchCentral #SEO

Mr Jonathan Jones 🇹🇼🇬🇧

54,906 просмотров • 1 год назад

AI Mode is our most powerful AI search. Ask anything, and it’ll take on your toughest questions and help you get stuff done. Now rolling out to everyone in the U.S. #GoogleIO
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AI Mode is our most powerful AI search. Ask anything, and it’ll take on your toughest questions and help you get stuff done. Now rolling out to everyone in the U.S. #GoogleIO

Google

118,124 просмотров • 1 год назад

Verba is an open source Retrieval Augmented Generation (RAG) application that performs RAG on your own data. To showcase its capabilities, we've customized it as an Airbnb chatbot using Airbnb’s customer documentation. How it works: • Ask any questions, related to your booking, policies, or anything related to your Airbnb experience. • Get relevant, human-like responses: Verba provides natural and informative answers. • Access original sources: One of the standout features of RAG is its ability to directly indicate the sources it used to generate each response. Under the hood, Verba uses a RAG pipeline to deliver these exceptional results. Your query is transformed into a numerical representation (vector) and be used to search through our vector database for the most similar context using Hybrid Search. The most relevant context is then combined with your original question and fed into a powerful large language model (LLM). The LLM will then use all of that information to generate a conversational response. Et voilà! 💫 Try Verba: Verba on GitHub: Learn more in our video:
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Verba is an open source Retrieval Augmented Generation (RAG) application that performs RAG on your own data. To showcase its capabilities, we've customized it as an Airbnb chatbot using Airbnb’s customer documentation. How it works: • Ask any questions, related to your booking, policies, or anything related to your Airbnb experience. • Get relevant, human-like responses: Verba provides natural and informative answers. • Access original sources: One of the standout features of RAG is its ability to directly indicate the sources it used to generate each response. Under the hood, Verba uses a RAG pipeline to deliver these exceptional results. Your query is transformed into a numerical representation (vector) and be used to search through our vector database for the most similar context using Hybrid Search. The most relevant context is then combined with your original question and fed into a powerful large language model (LLM). The LLM will then use all of that information to generate a conversational response. Et voilà! 💫 Try Verba: Verba on GitHub: Learn more in our video:

Femke Plantinga

120,565 просмотров • 1 год назад

(1/2) AI in Search continues to make it easier to ask Google *anything* and get a helpful response. Today, I'm excited to share another step towards that vision: AI Mode – our most powerful AI search – is coming to the Chrome address bar. This means you can use AI Mode to ask complex, multi-part questions right from the same place you already search and browse the web from Chrome. And you can quickly ask follow-up questions and explore more content from across the web. We’re rolling this out to users in the U.S. later this month and will expand to more countries and languages in the weeks ahead.
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(1/2) AI in Search continues to make it easier to ask Google *anything* and get a helpful response. Today, I'm excited to share another step towards that vision: AI Mode – our most powerful AI search – is coming to the Chrome address bar. This means you can use AI Mode to ask complex, multi-part questions right from the same place you already search and browse the web from Chrome. And you can quickly ask follow-up questions and explore more content from across the web. We’re rolling this out to users in the U.S. later this month and will expand to more countries and languages in the weeks ahead.

Robby Stein

31,457 просмотров • 9 месяцев назад

Gemini 3 Flash is starting to roll out as the default model for AI Mode in Search globally. AI Mode can now tackle your most complicated questions with greater precision — without compromising speed. ⚡ With this upgrade, AI Mode becomes an all-around more powerful tool, better at understanding your needs. You can ask more nuanced questions and it will consider each aspect to provide a thoughtful response. And as always, you’ll have access to real-time information and useful links from across the web.
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Gemini 3 Flash is starting to roll out as the default model for AI Mode in Search globally. AI Mode can now tackle your most complicated questions with greater precision — without compromising speed. ⚡ With this upgrade, AI Mode becomes an all-around more powerful tool, better at understanding your needs. You can ask more nuanced questions and it will consider each aspect to provide a thoughtful response. And as always, you’ll have access to real-time information and useful links from across the web.

Google

67,545 просмотров • 6 месяцев назад

(1/5) Gemini 3, our most intelligent model, is landing in Google Search today – starting with AI Mode. Excited that this is the first time we’re shipping a new Gemini model in Search on day one! 🚀 In Search, Gemini 3 with generative layouts will make it easy to get a rich understanding of anything on your mind. It has state-of-the-art reasoning, deep multimodal understanding and advanced agentic capabilities. That allows the model to shine when you ask it to explain advanced concepts or ideas – it reasons and can code interactive visuals in real-time. It can tackle your toughest questions like advanced science.
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(1/5) Gemini 3, our most intelligent model, is landing in Google Search today – starting with AI Mode. Excited that this is the first time we’re shipping a new Gemini model in Search on day one! 🚀 In Search, Gemini 3 with generative layouts will make it easy to get a rich understanding of anything on your mind. It has state-of-the-art reasoning, deep multimodal understanding and advanced agentic capabilities. That allows the model to shine when you ask it to explain advanced concepts or ideas – it reasons and can code interactive visuals in real-time. It can tackle your toughest questions like advanced science.

Robby Stein

94,877 просмотров • 7 месяцев назад

As an example of how we are building on top of Gemini 3, AI Mode in Search now uses Gemini 3 to enable new generative UI experiences, all generated completely on the fly based on your query. Here’s how you might use this to learn a complex topic like how RNA polymerase works.
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As an example of how we are building on top of Gemini 3, AI Mode in Search now uses Gemini 3 to enable new generative UI experiences, all generated completely on the fly based on your query. Here’s how you might use this to learn a complex topic like how RNA polymerase works.

Jeff Dean

1,972,291 просмотров • 7 месяцев назад

What’s insane about AI is how good it is at getting structure out of unstructured data. Here’s Box AI using OpenAI’s new GPT-4.1 to comb through a long earnings document to pull out data fields. Now you can query, synthesize, analyze, and summarize any data type at scale.
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What’s insane about AI is how good it is at getting structure out of unstructured data. Here’s Box AI using OpenAI’s new GPT-4.1 to comb through a long earnings document to pull out data fields. Now you can query, synthesize, analyze, and summarize any data type at scale.

Aaron Levie

101,892 просмотров • 1 год назад

We’re bringing Gemini 2.5 Pro to AI Mode: giving you access to our most intelligent AI model, right in Google Search. With its advanced reasoning capabilities, watch how it can tackle incredibly difficult math problems, with links to learn more ↓
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We’re bringing Gemini 2.5 Pro to AI Mode: giving you access to our most intelligent AI model, right in Google Search. With its advanced reasoning capabilities, watch how it can tackle incredibly difficult math problems, with links to learn more ↓

Google DeepMind

272,071 просмотров • 11 месяцев назад

Meet Waldo: Glean’s first agentic search model. Built on NVIDIA Nemotron 3 Nano and post-trained for search planning, Waldo figures out how to break down a query, which tools to call, what to read next, and when it has enough evidence to hand off.
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Meet Waldo: Glean’s first agentic search model. Built on NVIDIA Nemotron 3 Nano and post-trained for search planning, Waldo figures out how to break down a query, which tools to call, what to read next, and when it has enough evidence to hand off.

Glean

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3/ How do you experience the GRID? The GRID unifies global intelligence into one layer, accessible through Sentient Chat. Every query to the GRID is addressed through complex workflows that draw on multiple agents, search, data sources, and tools within the network.
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3/ How do you experience the GRID? The GRID unifies global intelligence into one layer, accessible through Sentient Chat. Every query to the GRID is addressed through complex workflows that draw on multiple agents, search, data sources, and tools within the network.

Sentient

157,847 просмотров • 10 месяцев назад

Introducing Sharpe Search: On-Chain Search AI Agent Powered by Hive Intelligence We’re thrilled to announce the launch of Sharpe Search, a crypto search AI agent powered by Hive Intelligence Designed to simplify blockchain data interaction, Sharpe Search represents a significant step toward making crypto more accessible and actionable for users at every level. Sharpe Search leverages Hive Intelligence’s advanced search API to provide real-time, actionable insights across the blockchain ecosystem. Here’s a detailed look at what Sharpe Search is, how it works: What Is Sharpe Search? At its core, Sharpe Search is an AI agent purpose-built for querying and analyzing on-chain data. It takes the complexity out of blockchain exploration by enabling users to ask questions in plain language and receive detailed, accurate responses. Whether you’re looking to monitor wallet activity, track portfolio positions, or analyze transaction history, Sharpe Search ensures that the answers are at your fingertips—accurate, comprehensive, and delivered instantly. How Does Sharpe Search Work? Sharpe Search is powered by Hive Intelligence, a search engine API designed to make blockchain data easily accessible and AI-ready. Here’s a breakdown of how it enables Sharpe Search to function effectively: 1. LLM-Optimized Query Processing Sharpe Search leverages Hive Intelligence's optimized responses for large language models. This ensures that AI agents can process blockchain data in a structured format, delivering precise answers to complex user queries. 2. Natural Language Interaction Forget the need for technical knowledge. Sharpe Search supports natural language queries, making it as simple as typing: - “What tokens are in my wallet? Am I eligible for any airdrop I haven't claimed yet?” - “Check me my last 100 transactions, tell me if I interacted with any protocol with recent hacks” - “Track my wallet activity over the past month, suggest optimised portfolio based on best stable yields available” 3. Real-Time Insights Across Multi-Chains Using Hive Intelligence, Sharpe Search connects to over 20 chains and 5000+ Protocols. This real-time access ensures that the AI agent provides up-to-date and actionable insights, no matter how dynamic the blockchain environment. 4. Unified API Access Sharpe Search consolidates fragmented blockchain data through Hive’s unified API. Instead of dealing with multiple integrations, Sharpe Search uses a single access point to aggregate and query data, reducing complexity for both users and developers. Technical Depth: The AI Agent Advantage Sharpe Search's design philosophy revolves around the principle of creating an intuitive, AI-driven experience. Here’s what makes its technology stand out: Data Indexing and Aggregation: Hive Intelligence employs advanced indexing algorithms to aggregate data from multiple chains. This ensures that Sharpe Search can retrieve information within milliseconds, even when querying vast datasets. Dynamic Updates: Blockchain data is volatile. Sharpe Search processes dynamic updates in real time, enabling users to act on the most recent metrics, transactions, and balances without delays. Contextual Understanding: The AI agent parses natural language queries and contextualizes them to blockchain-specific scenarios. For instance, when querying “Show portfolio details,” Sharpe Search understands the underlying requirements—fetching wallet holdings, token values, and current positions. Hive Intelligence: The Backbone of Sharpe Search While Sharpe Search takes center stage, Hive Intelligence provides the critical infrastructure to make it all possible. Its LLM-ready responses and multi-chain support ensure that Sharpe Search operates at the forefront of blockchain data accessibility. By launching Hive Intelligence through Sharpe Launchpad, Sharpe reinforces its commitment to supporting innovation in the blockchain space. Hive’s infrastructure not only powers Sharpe Search but also lays the groundwork for future AI agents to thrive in the ecosystem. What’s Next for Sharpe Search? Currently in invite-only access, Sharpe Search is preparing for a broader public release. Future updates will include: - Expanded Blockchain Coverage: More chains and protocols will be added. - Enhanced Query Flexibility: Even more advanced natural language capabilities. Stay tuned for the public launch and get ready to explore crypto like never before!
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Introducing Sharpe Search: On-Chain Search AI Agent Powered by Hive Intelligence We’re thrilled to announce the launch of Sharpe Search, a crypto search AI agent powered by Hive Intelligence Designed to simplify blockchain data interaction, Sharpe Search represents a significant step toward making crypto more accessible and actionable for users at every level. Sharpe Search leverages Hive Intelligence’s advanced search API to provide real-time, actionable insights across the blockchain ecosystem. Here’s a detailed look at what Sharpe Search is, how it works: What Is Sharpe Search? At its core, Sharpe Search is an AI agent purpose-built for querying and analyzing on-chain data. It takes the complexity out of blockchain exploration by enabling users to ask questions in plain language and receive detailed, accurate responses. Whether you’re looking to monitor wallet activity, track portfolio positions, or analyze transaction history, Sharpe Search ensures that the answers are at your fingertips—accurate, comprehensive, and delivered instantly. How Does Sharpe Search Work? Sharpe Search is powered by Hive Intelligence, a search engine API designed to make blockchain data easily accessible and AI-ready. Here’s a breakdown of how it enables Sharpe Search to function effectively: 1. LLM-Optimized Query Processing Sharpe Search leverages Hive Intelligence's optimized responses for large language models. This ensures that AI agents can process blockchain data in a structured format, delivering precise answers to complex user queries. 2. Natural Language Interaction Forget the need for technical knowledge. Sharpe Search supports natural language queries, making it as simple as typing: - “What tokens are in my wallet? Am I eligible for any airdrop I haven't claimed yet?” - “Check me my last 100 transactions, tell me if I interacted with any protocol with recent hacks” - “Track my wallet activity over the past month, suggest optimised portfolio based on best stable yields available” 3. Real-Time Insights Across Multi-Chains Using Hive Intelligence, Sharpe Search connects to over 20 chains and 5000+ Protocols. This real-time access ensures that the AI agent provides up-to-date and actionable insights, no matter how dynamic the blockchain environment. 4. Unified API Access Sharpe Search consolidates fragmented blockchain data through Hive’s unified API. Instead of dealing with multiple integrations, Sharpe Search uses a single access point to aggregate and query data, reducing complexity for both users and developers. Technical Depth: The AI Agent Advantage Sharpe Search's design philosophy revolves around the principle of creating an intuitive, AI-driven experience. Here’s what makes its technology stand out: Data Indexing and Aggregation: Hive Intelligence employs advanced indexing algorithms to aggregate data from multiple chains. This ensures that Sharpe Search can retrieve information within milliseconds, even when querying vast datasets. Dynamic Updates: Blockchain data is volatile. Sharpe Search processes dynamic updates in real time, enabling users to act on the most recent metrics, transactions, and balances without delays. Contextual Understanding: The AI agent parses natural language queries and contextualizes them to blockchain-specific scenarios. For instance, when querying “Show portfolio details,” Sharpe Search understands the underlying requirements—fetching wallet holdings, token values, and current positions. Hive Intelligence: The Backbone of Sharpe Search While Sharpe Search takes center stage, Hive Intelligence provides the critical infrastructure to make it all possible. Its LLM-ready responses and multi-chain support ensure that Sharpe Search operates at the forefront of blockchain data accessibility. By launching Hive Intelligence through Sharpe Launchpad, Sharpe reinforces its commitment to supporting innovation in the blockchain space. Hive’s infrastructure not only powers Sharpe Search but also lays the groundwork for future AI agents to thrive in the ecosystem. What’s Next for Sharpe Search? Currently in invite-only access, Sharpe Search is preparing for a broader public release. Future updates will include: - Expanded Blockchain Coverage: More chains and protocols will be added. - Enhanced Query Flexibility: Even more advanced natural language capabilities. Stay tuned for the public launch and get ready to explore crypto like never before!

Sharpe AI

263,255 просмотров • 1 год назад

BREAKING 🚨: Google is rolling out Gemini 2.5 Pro and Deep Search in AI Mode to Pro and Ultra subscribers. Gemini + AI Mode merge soon? 👀
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BREAKING 🚨: Google is rolling out Gemini 2.5 Pro and Deep Search in AI Mode to Pro and Ultra subscribers. Gemini + AI Mode merge soon? 👀

TestingCatalog News 🗞

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That question in your head with too many parts? We got you. 🤝 AI Mode in Search is now live in India in Labs (English only), our most powerful AI Search, built for your most complex questions. To know more:
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That question in your head with too many parts? We got you. 🤝 AI Mode in Search is now live in India in Labs (English only), our most powerful AI Search, built for your most complex questions. To know more:

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