How Facebook's search team uses LLMs to improve search

Before LLMs, search experiences primarily focused on matching keywords to entities or documents. Today, it has evolved into a more natural, intuitive and personalized experience driven by cutting-edge AI technologies. Chen Z., tech lead manager for the Facebook search team, has been at the forefront of transforming search experiences with AI. Read our latest Careers blog to learn how he and his team are using LLMs like Llama to better understand complex human language queries, extract rich semantic meaning from content, and generate more relevant and context-aware results: https://bit.ly/3WUlYaB #LifeAtMeta #MetaCareers

Imagine your texts flooding with custom AI-generated memes – Google's Nano Banana is making it happen! 🤯 Google Messages is set to integrate the Nano Banana AI, bringing advanced image generation and editing directly into your chats. This powerful AI, part of Gemini 2.5 Flash, will let you easily transform existing photos or create new visuals, from "mouth-watering" dinner shots to hilarious meme-ified selfies. With Nano Banana already used to create over five billion images, its widespread availability in Google Messages could make it the most adopted AI image tool globally. This move highlights Google's commitment to embedding sophisticated AI capabilities seamlessly into everyday communication platforms. How do you think AI-generated images and memes will change the way we interact in our digital conversations? Share your thoughts below! 👇 #AI #GenerativeAI #GoogleMessages #NanoBanana #GeminiAI #TechInnovation #FutureOfMessaging #AIMemes

Part of my work is dedicated to educating clients on what can be expected from AI as a developer, without blowing any trumpets. Most decision-makers just don’t have a background in #patternrecognition / #statistics / #neural networks and only have heard about the #Transformers as they’ve researched a little bit in #ChstGPT. So let’s clear a basic concept and explain how auto-regressive models work (with a funny picture, too!) This is a follow-up article to why scaling simply doesn’t work https://lnkd.in/dUhXDtdz if we want to build highly sophisticated AI systems/ #AGI and why some #TuringAward winners like #Meta ’s Yann LeCun have had enough of #LLMs (in fact he has boldly stated we won’t be using them in 5 years). https://lnkd.in/d528X8Ua

🚀 Gemini AI: Google's Bold Leap in Generative AI Ready to see how Google is redefining what AI can do? Gemini's powerful new features from Google I/O 2024-from text-to-video generation to smarter search and productivity tools. Discover how these innovations are poised to transform work, creativity, and business. Read full article here: https://lnkd.in/dihiV3ys #GoogleAI #Gemini #GenerativeAI #AIProductivity #AITrends #TechNews #MachineLearning #GoogleIO #Innovation #DigitalTransformation

Just came across an exciting update from Google DeepMind that could reshape how we interact with AI! 🚀 Yesterday, they unveiled Gemini 2, their latest language model, and it's packed with some impressive advancements. This isn't just an incremental update; it's a leap forward in understanding and generating human-like text. Here’s what stood out to me: 🔹 Enhanced contextual understanding, making conversations feel more natural and coherent. 💡 Improved efficiency, reducing the time it takes to generate responses by nearly 50%. ⚙️ New capabilities for multi-modal inputs, allowing the model to process text, images, and even audio seamlessly. Imagine the possibilities this opens up for customer service, content creation, and beyond! What applications do you think will benefit the most from these advancements? #AI #MachineLearning #TechInnovation

Today Part 2 🚀 Everyone’s talking about AI — but how can you actually start using it? Yesterday, I talked about how LLMs (Large Language Models) are changing the future of work. Today, let’s talk about how you can practically use them — even if you’re not technical. Here are a few simple ways: ✅ Use ChatGPT or Gemini to write better emails or social posts. ✅ Ask AI to summarize long reports or documents for you. ✅ Use AI tools for interview preparation, brainstorming, or learning new skills. ✅ Automate small tasks — scheduling, note-taking, or idea generation. Remember — you don’t have to be a developer to use AI. All you need is curiosity and the willingness to experiment. 💡 The world is moving fast — the question is, are you moving with it? ⚡ #AI #Productivity #FutureOfWork #LLM #Innovation #GrowthMindset

🔥 Hi Everyone! 👋 Quick Check-Out! ⚡ Do you know what LLMs are? If not… you’re seriously missing out! 🤯 LLMs (Large Language Models) are the brain of modern AI — they read, understand, and generate human-like text at massive scale. They can: 🚀 Create content ⚡ Automate workflows 🤖 Power AI Agents 💬 Chat like humans 🧠 Analyze data & logs 💻 Even generate code In short: LLMs are the engine behind today’s AI revolution. From OpenAI’s GPT to Meta’s LLaMA… these models are changing how we build apps, automate tasks, and innovate faster than ever! Stay tuned — AI is just getting started! 🔥 #AI #LLM #OpenAI #MetaAI #FutureTech #Innovation #Automation #AIAgents

What happens when you mix AI with a dash of visual creativity? Google’s viral image generation feature, Nano Banana, has taken the AI world by storm, driving a massive wave of engagement that helped Gemini soar to 650 million monthly active users, up from 450 million just three months ago. It’s more than just numbers. It shows how fast the AI landscape is evolving, and how critical playful, intuitive tools are to mass adoption. Users are creating, searching, learning, and building with it across Search, Photos, NotebookLM, and more. Add to that Google’s 75 million daily users for conversational search and its growing presence in enterprise AI, and it’s clear: Gemini is shifting gears for the long haul. #GenerativeAI #GoogleGemini #NanoBanana #VisualAI #AIAssistant

AI is transforming how we live, shop, and search. Search isn’t just about generic links anymore. It’s about personalised answers. And if you don’t know how your brand shows up in AI search results, you’re already behind. We’ve built and launched an AI powered search product called Model Sight, that helps brands understand and optimise their presence across LLMs. Under the hood, it’s powered by advanced natural language processing, vector search, and multi modal data pipelines - with a backend built on AWS. And this is just the beginning. It’s been a privilege to oversee the technology journey and see it come to life, originally incubated from our AI Labs - super proud of the incredible teams at Digitas for pulling this together. 📢 Press Release: https://lnkd.in/eUCRe7Kj If you’re curious about how your brand shows up in AI results, do get in touch. Learn more here: https://lnkd.in/emGd2WjZ #AI #Search #Innovation #DigitasUK #TechForBrands