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ICYMI we’ve got a new FREE Career Guide for anyone interested in the role of AI Architect or Generative AI Architect. In this guide David Linthicum and I share our insights on what it takes to become a successful AI Architect or Generative AI Architect.   You can get hired regardless of your experience; IF you have the correct skills, the competency necessary to perform the job, and the ability to demonstrate these to hiring managers. Almost every day we help someone get their first tech job or desired tech job and you can too! Download the free guide today. Make sure to get your copy here #aiarchitect #genai #genaiarchitect #techcareers

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Businesses are increasingly relying on AI to integrate data and instantly gain the power of self-service reporting. Rather than hiring data scientists and analysts, they are hiring AI to get the business insights they need on a daily basis. See how AI can give your data a voice 📣 👇 https://lnkd.in/gjj6M2q2 #generativeai #businessanalytics

Exploring Sora: A Large-Scale Video Generation Model as a World Simulator Sora represents a groundbreaking advancement in the field of video generation models, offering the potential to serve as a versatile simulator of the physical world. This technical report delves into the methodology behind Sora, its capabilities, and potential applications across various industries. By leveraging a text-conditional diffusion model trained on a diverse range of visual data, Sora demonstrates the ability to generate high-fidelity videos of variable durations, resolutions, and aspect ratios. Methodology: 1. Unified Representation: Sora employs a transformer architecture that operates on spacetime patches of video and image latent codes. This allows for the integration of videos and images of varying characteristics into a unified representation for training generative models. 2. Patch-Based Representation: Videos are converted into spacetime patches by compressing them into a lower-dimensional latent space. These patches serve as transformer tokens, enabling Sora to process videos and images of different resolutions, durations, and aspect ratios effectively. 3. Scaling Transformers: Sora is a diffusion model, trained to predict the original "clean" patches from noisy inputs. The use of diffusion transformers allows for effective scaling of video generation models, with notable improvements in sample quality as training compute increases. Capabilities and Benefits: 1. Sampling Flexibility: Unlike previous approaches that resize or crop videos to a standard size, Sora can sample videos at their native resolutions, providing greater flexibility in content creation for various devices and platforms. 2. Language Understanding: Sora integrates text prompts into the video generation process, leveraging techniques such as re-captioning and language modeling to produce videos that accurately align with user prompts. This enhances text fidelity and overall video quality. 3. General Purpose Simulator: With its ability to generate diverse videos and images spanning different characteristics, Sora shows promise as a general-purpose simulator of the physical world. Its scalability and adaptability make it suitable for applications across industries, including finance, healthcare, retail, and manufacturing. Sora is a text-to-video model. Sora can generate videos up to a minute long while maintaining visual quality and adherence to the user’s prompt. Prompt: Several giant wooly mammoths approach treading through a snowy meadow, their long wooly fur lightly blows in the wind as they walk, snow covered trees and dramatic snow capped mountains in the distance, mid afternoon light with wispy clouds and a sun high in the distance creates a warm glow, the low camera view is stunning capturing the large furry mammal with beautiful photography, depth of field. You can view the result below as shown on SORA OPEN AI WEBSITE. https://openai.com/sora

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✍ Prediction: Generative AI will automatically promote individual contributor roles Here's what I mean 👇 Take coding as an example. We're already seeing AI agents develop pretty solid code far faster than the rate of human programming. So, does this mean engineering roles will become obsolete? Not at all. Think of these agents as players on a team; which is to say, you'll still need a coach to coordinate, oversee and ensure the team is working efficiently. What this means for IC roles is that lots of folks will "shift up" a level into managerial responsibilities: Engineer 👉 Engineering Manager UX Designer 👉 UX Design Lead Data Scientist 👉 Data Science Manager Essentially, these roles will now have a team of AI agents that actually do the product building while they guide the process. At least for the next 5-10 years, the discussion should gear towards how we'll work *with* AI in the future of work as opposed to how AI will replace us. What's your take? Do you agree with this? 🤷♂️ #artificialintelligence #machinelearning #technology

#hiring *Director, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible)*, Boston, *United States*, $314K, fulltime #jobs #jobseekers #careers $314K #Bostonjobs #Massachusettsjobs #Engineering *Apply*: https://lnkd.in/gV_PbTeu Locations: Sales - CA - San Francisco, United States of America, San Francisco, CaliforniaDirector, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible) Our mission at Capital One is to create trustworthy, reliable and human-in-the-loop AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our applications of AI & ML are bringing humanity and simplicity to banking. Because of our investments in public cloud infrastructure and machine learning platforms, we are now uniquely positioned to harness the power of AI. We are committed to building world-class applied science and engineering teams and continue our industry leading capabilities with breakthrough product experiences and scalable, high-performance AI infrastructure. At Capital One, you will help bring the transformative power of emerging AI capabilities to reimagine how we serve our customers and businesses who have come to love the products and services we build. We are looking for an experienced Director, AI Platforms to help us build the foundations of our enterprise AI Capabilities. In this role you will work on developing generic platform services to support applications powered by Generative AI. You will develop SDKs and APIs to build agents, information retrieval and to build models as a service for powering generative AI workflows such as optimizing LLMs via RAG. Additionally you will manage end-to-end coordination with operations and manage creation of high quality curated datasets and productionizing of models along with working with applied research and product teams to identify and prioritize ongoing and upcoming services. Examples of what you'll do: Develop abstracted platform services to support applications powered by Generative AI Develop SDKs and APIs for our user community to power a wide range of applications such as information retrieval, fraud detection, AI Assistants, recommendations on our Gen AI platform. Design and build RAG service platform orchestrations including prompt engineering, guardrails, vector databases, API Grounding Build out a Prompt management service via cross organizational partnerships Stay up-to-date with latest advancements in operationalization of machine learning and GenAI Technologies Design and implement capabilities to support MLOps for foundation models. Capital One is open to hiring a Remote Employee for this opportunity Basi

📅 January 25, 2024 🚀 Exciting Daily Newsletter! Dive into the fascinating world of Artificial Intelligence and be the first to learn about the latest AI news: 1. **Google Unveils Lumiere: A Revolutionary AI Video Generator** 🎥   • Lumiere uses a space-time diffusion model for ultra-realistic video generation.   • The model's Space-Time U-Net architecture can generate full video duration in one pass.   • Capable of text-to-video generation, image-to-video conversion, and various editing tasks.   • Readmore: https://lnkd.in/gReFfuw2 2. **Adept's Fuyu-Heavy: A Multimodal Model That's Making Waves** 🌊   • Fuyu-Heavy is a new multimodal model tailored for digital agents, ranking third globally.   • Despite its image modeling focus, it matches or exceeds text-based benchmark performances.   • The model showcases scalability and efficiency in handling variable image sizes.   • Readmore: https://lnkd.in/gHeUbqRn 3. **DataTrove: AI Toolkit for Large-Scale Text Processing** 📚   • DataTrove is a library for processing, filtering, and deduplicating text data at scale.   • Offers a set of prebuilt processing blocks and supports custom functionality.   • Platform-agnostic and designed to assist in evaluating music-and-language models.   • Readmore: https://lnkd.in/gcbcbkX6 4. **LabelGPT: Transforming Raw Images into Labeled Data** 🏷️   • LabelGPT is an auto-labeling tool leveraging generative AI for efficient data labeling.   • Enables ML teams to generate a large volume of labeled data swiftly.   • Utilizes zero-shot label generation powered by foundation models.   • Readmore: https://lnkd.in/gjAY82Hz 5. **Vanna AI: Simplifying SQL Generation with RAG Framework** 💻   • Vanna AI is an open-source Python RAG framework aimed at streamlining SQL generation.   • Train a RAG model on your data and receive SQL queries to run on your database automatically.   • Designed for ease of use and integration into existing systems.   • Readmore: https://lnkd.in/gvPxmGRq #AI #MachineLearning #LLMs #ArtificialIntelligence #VideoGeneration #MultimodalModels #DataProcessing #DataLabeling #SQL #Technology #Innovation #DigitalAgents #NeuralNetworks #SoftwareEngineering #TechNews

Knowledge workers use genAI … #And hide it from their employers https://lnkd.in/gQca27mt #employees #business #hr #humanresources #employee #employeeengagement #employers #work #leadership #covid #workplace #employeeappreciation #job #employment #jobs #recruitment #employeeexperience #employeebenefits #hiring #employer #smallbusiness #team #entrepreneur #teamwork #career #recruiting #success #management #employeewellness #motivation #generativeai #aiart #midjourneyart #ai #aiarchitecture #aiartcommunity #dailymidjourney #midjourney #aidesign #generativedesign #digitalart #designmidjourney #aigenerated #conceptart #architecture #surrealart #render #fantasyart #liminalspace #environmentdesign #midjourneyarchitecture #archdaily #parametricarchitecture #midjourneyartwork #midjourneyai #generativearchitecture #designdaily #dalle #aigallery #dezeen #artificialintelligence #ai #machinelearning #technology #datascience #python #deeplearning #programming #tech #robotics #innovation #bigdata #coding #iot #computerscience #data #dataanalytics #business #engineering #robot #datascientist #art #software #automation #analytics #ml #pythonprogramming #programmer #digitaltransformation #developer

#hiring *Director, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible)*, Chicago, *United States*, $314K, fulltime #jobs #jobseekers #careers $314K #Chicagojobs #Illinoisjobs #Engineering *Apply*: https://lnkd.in/g7Yw8mbP Locations: Sales - CA - San Francisco, United States of America, San Francisco, CaliforniaDirector, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible) Our mission at Capital One is to create trustworthy, reliable and human-in-the-loop AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our applications of AI & ML are bringing humanity and simplicity to banking. Because of our investments in public cloud infrastructure and machine learning platforms, we are now uniquely positioned to harness the power of AI. We are committed to building world-class applied science and engineering teams and continue our industry leading capabilities with breakthrough product experiences and scalable, high-performance AI infrastructure. At Capital One, you will help bring the transformative power of emerging AI capabilities to reimagine how we serve our customers and businesses who have come to love the products and services we build. We are looking for an experienced Director, AI Platforms to help us build the foundations of our enterprise AI Capabilities. In this role you will work on developing generic platform services to support applications powered by Generative AI. You will develop SDKs and APIs to build agents, information retrieval and to build models as a service for powering generative AI workflows such as optimizing LLMs via RAG. Additionally you will manage end-to-end coordination with operations and manage creation of high quality curated datasets and productionizing of models along with working with applied research and product teams to identify and prioritize ongoing and upcoming services. Examples of what you'll do: Develop abstracted platform services to support applications powered by Generative AI Develop SDKs and APIs for our user community to power a wide range of applications such as information retrieval, fraud detection, AI Assistants, recommendations on our Gen AI platform. Design and build RAG service platform orchestrations including prompt engineering, guardrails, vector databases, API Grounding Build out a Prompt management service via cross organizational partnerships Stay up-to-date with latest advancements in operationalization of machine learning and GenAI Technologies Design and implement capabilities to support MLOps for foundation models. Capital One is open to hiring a Remote Employee for this opportunity Basic Quali