Vaidehi S. Tripathi, PMP’s Post

AI News #040 [August 29 2023] Google Cloud Next 2023 is a three-day cloud conference that will take place at the Moscone Center in San Francisco, California from August 29 to August 31, 2023. The conference features latest developments in cloud technology. Here are some of the key highlights from Google Cloud Next 2023: 1️⃣ Google Cloud and DeepMind launch SynthID, a tool for watermarking and identifying AI-generated images. SynthID embeds a digital watermark in the pixels of an image, making it invisible to humans but detectable for verification. SynthID aims to help users work with AI-generated content responsibly and prevent misinformation. 2️⃣ Google Cloud expands Duet AI, an AI-powered collaborator, to help users with development, operations, data analysis, database migration, and security. Duet AI provides natural language assistance, code generation, and integration across Google Cloud products and services. Duet AI is in preview and will be generally available later this year. 3️⃣ Google Cloud updates Vertex AI, its platform for building, training and deploying machine learning models. Vertex AI now features new models for text, image and code generation, as well as extensions and data connectors. Google also announces general availability of Vertex AI Search and Vertex AI Conversation. 4️⃣ Google Cloud announced the launch of the fifth generation of its tensor processing units (TPUs) for AI training and inferencing. The new TPUs are more efficient and scalable than the previous generation, offering better performance per dollar and allowing large AI workloads to span multiple clusters. 5️⃣ Google Cloud today announced the general availability of its new A3 instances, powered by NVIDIA H100 Tensor Core GPUs. These GPUs bring unprecedented performance to all kinds of AI applications with their Transformer Engine — purpose-built to accelerate LLMs. ‼️Other AI News: 1️⃣ Quora’s AI chatbot product Poe is rapidly updating with new features such as custom bot search and an enterprise tier for premium plans. Poe offers subscriptions for advanced models, chatbot availability in Japanese, and temperature control for custom bot responses. Poe also launches threading feature, Llama 2 powered bots, and native Mac app. Poe lets users create their own custom bots using simple prompts. 🔰[Source: Tech Crunch] 2️⃣ Yahoo Mail adds AI features to help users find and use gift cards, discount codes, and store credits in their inboxes. The features also include improved search, writing assistant, and message summary. Yahoo used Google Cloud’s AI platform to build the features. Yahoo was recently bought by Apollo Global Management. 🔰[Source: The Verge] #ai #ainews #aiupdates #googlecloud #googlecloudnext #google #duetai #vertexai Join WhatsApp Channel for more AI News and Updates: https://lnkd.in/gHWZ9fvf

Azure OpenAI is a cloud-based service that allows users to access and utilize large-scale AI models for language, code, reasoning, and image generation. The pricing for Azure OpenAI is based on a pay-as-you-go model, with costs depending on the chosen model, the number of tokens used, and input/output length. A challenge that some have faced has been how to best track and control costs, a possible solution is to add an Azure API Management layer before Azure OpenAI, which provides enhanced security, logging, and more importantly the ability to restrict usage based on cost thresholds. I came across a blog post that examines configuration and setup, providing a step-by-step guide and including some sample code. #AzureOpenAI #AI #CloudComputing #CostManagement #APIManagement #Azure https://lnkd.in/d67FhQ4u

Optimizing Azure OpenAI - Best Practices This article dives into effective strategies for monitoring Azure OpenAI limits and quotas. In the era of Generative AI, Open AI models lead the way, but managing limits is crucial for consistent performance. For ISVs and Digital Natives, understanding and implementing efficient monitoring practices to manage limits and quotas is the key to delivering an exceptional customer experience. #Azure #OpenAI #generatieveai #optimization

Three months ago we published a blog post (https://lnkd.in/ebnWG_9E) about an architecture allowing Federal Government customers in Azure Government (IL4/5), to leverage the Azure OpenAI (AOAI) Service in Azure Commercial. Since then, the Azure OpenAI Service has been included within the FedRAMP High Authorization for Azure Commercial. FedRAMP High represents the highest level of compliance required by the federal government for cloud service providers and gives AOAI customers a significant accelerator in authorizing transformational Generative AI solutions. One of the critical enablers for customers is that Azure Government peers directly to the commercial Microsoft Azure network, so all traffic between Azure Government and commercial traverses our backbone and not the public internet. What's Happening Now: The momentum is building rapidly. We are encouraged to see numerous customers and partners actively engaged in building and deploying innovative solutions using Azure OpenAI. It's a testament to the transformational possibilities that emerge when Large Language Models like GPT-4 become more than just ChatBots, but the malleable middleware between systems. That's breaking down the barriers between systems and people and enabling new solutions that were hard to imagine before.

🌟 Big News from OpenAI & CloudImpact Solutions ☁️ 🚀 🤖 Introducing the Latest GPT Update & CloudMate Integration! 🌐 Hello, #cloudimpact community! We're thrilled to share some groundbreaking news. #openai has just rolled out its newest update to the #gpt series, and it's nothing short of revolutionary! 🔥 What's New? 🔥 This update isn't just an improvement; it's a leap into the future of AI. With advanced capabilities, it's designed to understand and respond more effectively, making our interactions smoother and more intuitive. 🧠 🛠️ At CloudImpact Solutions, we believe in staying ahead of the curve. That's why we've been experimenting with this new GPT, and the timing couldn't be more perfect for our ambitious projects. 🚀 🤝 Introducing CloudMate: Your All-In-One Cloud Companion 🤝 We're taking a bold step forward by integrating this cutting-edge GPT into our website and mobile app, CloudMate. CloudMate is set to become your go-to for learning, support, metrics, billing, and all things cloud computing. 💻 Imagine having an expert and assistant rolled into one, accessible right at your fingertips. Whether you're grappling with complex cloud infrastructure or seeking the latest industry insights, CloudMate is here to assist. 🌐 👨💻 CloudMate Features: 💡AI-driven learning and support 💡Real-time cloud metrics analysis 💡Simplified billing management 💡Expert assistance on cloud computing queries 🔗 Check Out CloudMate: https://lnkd.in/gmuNVwYm (chat . openai. com/g/g-xqdTSgGby-cloudmate) 🔗 🔗 Our Website! https://lnkd.in/gZjQQmcJ (www . cloud-impact . org/services/industries/media-and-entertainment) This is just the beginning of our journey with the new GPT. While it's currently in alpha, the potential it holds for CloudImpact Solutions and our community is immense. We're excited to be at the forefront of this technological evolution. 🌟 🙌 Stay tuned as we continue to innovate and bring cutting-edge solutions to your cloud computing needs. Let's make the cloud not just smarter, but wiser, together! 💪 Author Samuel Kelley : #repost : https://lnkd.in/gyASEbnB Dive into the digital realm with our latest innovations and insights. Stay connected and informed with #technology, #innovation, #cloudcomputing, #ai, #machinelearning, #datascience, #bigdata, #iot, #cybersecurity, #blockchain, #digitaltransformation, #technews, #programming, #softwaredevelopment, #devops, #cloudsolutions, #it, #informationtechnology, #networking, #cloudsecurity, #artificialintelligence, #techcommunity, #saas, #paas, #iaas.

Google Cloud Platform (GCP) offers a wide range of cloud computing products in the AI and ML category. Here are the top 10 cloud computing products on GCP that are related to AI and ML: 1. Cloud AutoML: A suite of machine learning products that enables developers with limited machine learning expertise to train high-quality custom models with minimal effort. 2. Cloud AI Platform: A platform that provides end-to-end machine learning development and deployment services. 3. Cloud Vision API: A pre-trained machine learning model that can classify images into thousands of categories. 4. Cloud Natural Language API: A pre-trained machine learning model that can analyze text and extract insights. 5. Cloud Translation API: A pre-trained machine learning model that can translate text from one language to another. 6. Cloud Speech-to-Text API: A pre-trained machine learning model that can convert spoken audio to text. 7. Cloud Text-to-Speech API: A pre-trained machine learning model that can convert text to spoken audio. 8. Cloud Video Intelligence API: A pre-trained machine learning model that can analyze video content and extract metadata. 9. Cloud Inference API: A platform that enables you to run large-scale inference workloads with low latency and high throughput. 10. Cloud TPU: A custom-developed application-specific integrated circuit (ASIC) designed by Google specifically for neural network machine learning. Which of them is your favourite tool? https://lnkd.in/dPvx5v7k

🌟 Big News from OpenAI & CloudImpact Solutions ☁️ 🚀 🤖 Introducing the Latest GPT Update & CloudMate Integration! 🌐 Hello, #cloudimpact community! We're thrilled to share some groundbreaking news. #openai has just rolled out its newest update to the #gpt series, and it's nothing short of revolutionary! 🔥 What's New? 🔥 This update isn't just an improvement; it's a leap into the future of AI. With advanced capabilities, it's designed to understand and respond more effectively, making our interactions smoother and more intuitive. 🧠 🛠️ At CloudImpact Solutions, we believe in staying ahead of the curve. That's why we've been experimenting with this new GPT, and the timing couldn't be more perfect for our ambitious projects. 🚀 🤝 Introducing CloudMate: Your All-In-One Cloud Companion 🤝 We're taking a bold step forward by integrating this cutting-edge GPT into our website and mobile app, CloudMate. CloudMate is set to become your go-to for learning, support, metrics, billing, and all things cloud computing. 💻 Imagine having an expert and assistant rolled into one, accessible right at your fingertips. Whether you're grappling with complex cloud infrastructure or seeking the latest industry insights, CloudMate is here to assist. 🌐 👨💻 CloudMate Features: 💡AI-driven learning and support 💡Real-time cloud metrics analysis 💡Simplified billing management 💡Expert assistance on cloud computing queries 🔗 Check Out CloudMate: https://lnkd.in/gmuNVwYm (chat . openai. com/g/g-xqdTSgGby-cloudmate) 🔗 🔗 Our Website! https://lnkd.in/gZjQQmcJ (www . cloud-impact . org/services/industries/media-and-entertainment) This is just the beginning of our journey with the new GPT. While it's currently in alpha, the potential it holds for CloudImpact Solutions and our community is immense. We're excited to be at the forefront of this technological evolution. 🌟 🙌 Stay tuned as we continue to innovate and bring cutting-edge solutions to your cloud computing needs. Let's make the cloud not just smarter, but wiser, together! 💪 Dive into the digital realm with our latest innovations and insights. Stay connected and informed with #technology, #innovation, #cloudcomputing, #ai, #machinelearning, #datascience, #bigdata, #iot, #cybersecurity, #blockchain, #digitaltransformation, #technews, #programming, #softwaredevelopment, #devops, #cloudsolutions, #it, #informationtechnology, #networking, #cloudsecurity, #artificialintelligence, #techcommunity, #saas, #paas, #iaas.

In the quest to unleash the magic of #AI and #OpenAI, efficient scaling and monitoring of AI initiatives is imperative. A detailed guide on how to use workbooks integrated with Azure Monitor along with Azure OpenAI's comprehensive metrics and diagnostic logs for tracking availability, performance, and operation of Azure OpenAI Service Resources can be found in this excellent article. Stay ahead of the game with Azure OpenAI and Azure Monitor! #AzureOpenAI #AzureMonitor #Azure https://lnkd.in/d5CM8xkQ

AWS's Bedrock system aims to take an engineering approach of building up AI capabilities piece-by-piece and integrating through a common framework. This contrasts with Google and OpenAI releasing individual breakthrough models without much connectivity between them. - A key focus for AWS is making AI safe, reliable and explainable by design. Google and OpenAI have faced criticism for releasing models without enough caution and vetting around potential harms. - AWS can leverage its cloud infrastructure strengths to smoothly connect AI services, providing robustness. Google and OpenAI rely more on pushing the limits of standalone models trained on huge datasets. ========= It remains to be seen which approach will win out long-term. AWS is hoping its measured strategy will pay off over time. Google and OpenAI attract more hype but also risks if their unchecked AI ends up causing harm. ============= ·      The article suggests AWS's approach could ultimately be smarter for reaching general AI, but the rapid progress from Google and OpenAI can't be ignored either. It may come down to who can make all the pieces work together in a safe and coordinated way. ========== Microsoft Azure has partnered closely with OpenAI, integrating models like GPT-3 into its cloud platform. This allows Microsoft to benefit from OpenAI's cutting-edge AI research within its established cloud ecosystem. However, Azure is heavily reliant on OpenAI's unchecked approach to developing AI, which could be high-risk. Azure does not seem to be pursuing a coordinated AI approach like AWS or Google, and is leveraging OpenAI's existing models instead. It remains to be seen if Azure's partnership with OpenAI will give it an advantage or lead to issues down the line around unvetted AI. https://lnkd.in/grx8nEVx

Learn how to use Azure OpenAI workbooks and monitoring tools to manage your AI projects. Get insights on usage, performance, and costs of Azure OpenAI services https://lnkd.in/dRMQuDy3 #Azure #OpenAI #AI