June, 2024

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Re-evaluating data management in the generative AI age

IBM Journey to AI blog

Generative AI has altered the tech industry by introducing new data risks, such as sensitive data leakage through large language models (LLMs), and driving an increase in requirements from regulatory bodies and governments. To navigate this environment successfully, it is important for organizations to look at the core principles of data management.

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Robotic Automation and AI in Metal Fabrication: A Synergistic Relationship

Aiiot Talk

Metal fabrication — creating metal structures through cutting, bending and assembling — is crucial in manufacturing. It provides essential components for various industries, from construction to automotive. In recent years, automation and AI have revolutionized many sectors, including metal fabrication. These advanced technologies transform traditional methods, making production more efficient, precise and cost-effective.

Robotics 299
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How to Build a Multilingual Chatbot using Large Language Models?

Analytics Vidhya

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. We go over the architecture, implementation specifics, advantages, and required actions.

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Rethink IT spend in the age of generative AI

IBM Journey to AI blog

It’s the burning question for today’s CIOs: what do you spend your IT budget on? Cloud costs were already a challenge—in a recent survey, 24% estimated they wasted software spend. The explosion of generative AI makes it critical for organizations to consider frameworks like FinOps and technology business management ( TBM ) for visibility and accountability of all tech spend.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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A Comprehensive Guide on Langchain

Analytics Vidhya

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. This is where Langchain comes into play, a powerful open-source Python framework designed to […] The post A Comprehensive Guide on Langchain appeared fir

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Harvard Neuroscientists and Google DeepMind Create Artificial Brain in Virtual Rat

Unite.AI

In an impressive collaboration, researchers at Harvard University have joined forces with Google DeepMind scientists to create an artificial brain for a virtual rat. Published in Nature , this innovative breakthrough opens new doors in studying how brains control complex movement using advanced AI simulation techniques. Building the Virtual Rat Brain To construct the virtual rat's brain, the research team utilized high-resolution data recorded from real rats.

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Summarize audio with LLMs in Node.js

AssemblyAI

Large Language Models (LLMs) are capable of performing a wide range of tasks with text. In this tutorial, you'll learn how to use LLMs using LeMUR to summarize audio with Node.js. Summarizing audio is a two-step process. First, you need to transcribe the audio to text. Then, once you have a transcript, you need to prompt an LLM to summarize it.

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AI News Weekly - Issue #388: What OpenAI and DeepMind Are Hiding from You – Exclusive Inside Scoop - Jun 6th 2024

AI Weekly

Powered by pitneybowes.com In the News Employees Say OpenAI and Google DeepMind Are Hiding Dangers From the Public A group of current and former employees at leading AI companies OpenAI and Google DeepMind published a letter on Tuesday warning against the dangers of advanced AI as they allege companies are prioritizing financial gains while avoiding oversight. time.com Sponsor WEBINAR: Shipping in the Goldilocks zone Shipping has always been complicated – but the way we work today makes it harde

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How IBM helps Wimbledon use generative AI to drive personalized fan engagement

IBM Journey to AI blog

For two weeks in July, the All England Lawn Tennis Club (AELTC) hosts Wimbledon, the most prestigious tournament in the sport. IBM has been partnering with the Club for more than three decades, enhancing coverage of The Championships and engaging fans with rich data-driven insights. This year, some of the most compelling stories of the tournament will be told with the help of IBM® watsonx™ , the enterprise-ready generative AI platform.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Why Does ChatGPT Use Only Decoder Architecture?

Analytics Vidhya

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

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Meta unveils five AI models for multi-modal processing, music generation, and more

AI News

Meta has unveiled five major new AI models and research, including multi-modal systems that can process both text and images, next-gen language models, music generation, AI speech detection, and efforts to improve diversity in AI systems. The releases come from Meta’s Fundamental AI Research (FAIR) team which has focused on advancing AI through open research and collaboration for over a decade.

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Biohybrid Robotics: Living Skin Successfully Bonded to Humanoid Robots

Unite.AI

In a groundbreaking development , researchers have successfully bound engineered skin tissue to the complex forms of humanoid robots. This achievement is a significant leap forward in the field of biohybrid robotics, blending biology with mechanical engineering to create more lifelike and functional robotic systems. The breakthrough, led by Professor Shoji Takeuchi of the University of Tokyo, addresses a longstanding challenge in robotics: creating a seamless interface between artificial structu

Robotics 299
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Announcing the AssemblyAI Starter App for Encore

AssemblyAI

Do you have an idea for a Speech AI app, but you don't want to start from scratch? Are you curious about how to use AssemblyAI in a production-like environment? In this post, you'll learn how you can deploy a ready-made Speech AI application to the cloud, using Encore and the new AssemblyAI starter app for Go. The app lets you transcribe local audio files of conversations with Speaker Diarization enabled, so that you can follow what each speaker said, and when.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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AI News Weekly - Issue #389: Apple stock surges to record high after AI announcements - Jun 13th 2024

AI Weekly

Powered by incogni.com In the News Apple stock surges to record high after AI announcements Apple's stock (AAPL) surged 7% on Tuesday to reach a record-high close for the first time in 2024 as investors digested the announcement of its AI platform, Apple Intelligence. yahoo.com Sponsor Keep Your Private Data Off The Dark Web Spam, scams and fraud start with your personal data being sold.

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The recipe for RAG: How cloud services enable generative AI outcomes across industries

IBM Journey to AI blog

According to research from IBM ®, about 42 percent of enterprises surveyed have AI in use in their businesses. Of all the use cases, many of us are now extremely familiar with natural language processing AI chatbots that can answer our questions and assist with tasks such as composing emails or essays. Yet even with widespread adoption of these chatbots, enterprises are still occasionally experiencing some challenges.

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Similarity and Dissimilarity Measures in Data Science

Analytics Vidhya

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are. In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya.

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Anthropic’s Claude 3.5 Sonnet beats GPT-4o in most benchmarks

AI News

Anthropic has launched Claude 3.5 Sonnet , its mid-tier model that outperforms competitors and even surpasses Anthropic’s current top-tier Claude 3 Opus in various evaluations. Claude 3.5 Sonnet is now accessible for free on Claude.ai and the Claude iOS app, with higher rate limits for Claude Pro and Team plan subscribers. It’s also available through the Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Apple Intelligence: Transforming Your iPhone into a True Assistant

Unite.AI

On June 10, at the WWDC , Apple unveiled a groundbreaking revelation: the integration of artificial intelligence across all its products, headlined by the eagerly awaited iOS 18, which is usually available in September. This innovation, forged through a strategic alliance with OpenAI, promises to revolutionize Siri, transforming it into a highly sophisticated, intelligent assistant that seamlessly integrates with iPhone applications, handling complex tasks with ease.

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Can LLM-based eval replace human evaluation?

Ehud Reiter

I’ve had several chats over the past month about whether LLM-based evaluation can replace human evaluation. Ie, evaluate texts by asking GPT (etc) to assess their quality, instead of people. Of course the LLM evaluation must be done well, for example LLMs should not be asked to evaluate their own output (ie, do not ask GPT4 to evaluate text produced by GPT4).

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AI News Weekly - Issue #391: 3 things CEOs must prepare to unlock the power of generative AI - Jun 27th 2024

AI Weekly

In the News 3 things CEOs must prepare to unlock the power of generative AI Generative AI is poised to redefine the future of work, as it presents unprecedented opportunities for innovation and efficiency. weforum.org Sponsor Discover what the most trusted industry experts are reading Use the Power of AI to access a forward-thinking audience of professional decision makers !

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Field programmable gate arrays (FPGAs) vs. microcontrollers: What’s the difference?

IBM Journey to AI blog

Field programmable gate arrays (FPGAs) and microcontroller units (MCUs) are two types of commonly compared integrated circuits (ICs) that are typically used in embedded systems and digital design. Both FPGAs and microcontrollers can be thought of as “small computers” that can be integrated into devices and larger systems. As processors, the primary difference between FPGAs and microcontrollers comes down to programmability and processing capabilities.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Building an Agentic Workflow with CrewAI and Groq

Analytics Vidhya

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

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Musk ends OpenAI lawsuit while slamming Apple’s ChatGPT plans

AI News

Elon Musk has dropped his lawsuit against OpenAI , the company he co-founded in 2015. Court filings from the Superior Court of California reveal that Musk called off the legal action on June 11th, just a day before an informal conference was scheduled to discuss the discovery process. Musk had initially sued OpenAI in March 2024, alleging breach of contracts, unfair business practices, and failure in fiduciary duty.

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The Future of Manufacturing: How Digital Twins, 3D AI, Robotics Automation, and Immersive Reality Tech Are Modernizing Industries

Unite.AI

The manufacturing sector today is being driven by rapid advancements in sophisticated technology. Among the most significant contributors to this modernization are Digital Twins, 3D AI, robotics automation, and immersive reality technologies. These innovations are not merely enhancing traditional manufacturing processes but are fundamentally altering how industries approach production, quality control, and overall operational efficiency.

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Transcribe and generate subtitles for YouTube videos with Node.js

AssemblyAI

This guide will teach you how to transcribe YouTube videos with Node.js and AssemblyAI. After creating the transcript, you'll learn how to generate SRT subtitles, and lastly, you'll use LeMUR to prompt the video using a Large Language Model (LLM). Step 1: Set up your development environment First, install Node.js 18 or higher on your system.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Building RAG Application using Cohere Command-R and Rerank – Part 2

Analytics Vidhya

Introduction In the previous article, we experimented with Cohere’s Command-R model and Rerank model to generate responses and rerank doc sources. We have implemented a simple RAG pipeline using them to generate responses to user’s questions on ingested documents. However, what we have implemented is very simple and unsuitable for the general user, as it […] The post Building RAG Application using Cohere Command-R and Rerank – Part 2 appeared first on Analytics Vidhya.

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How to Set Upstream Branch in Git?

Analytics Vidhya

Introduction Git is a powerful distributed version control system used by developers to manage source code changes. Branching, which enables the simultaneous development of different versions of a project, is one of its fundamental characteristics. This article will cover the definition of branches, the value of branching, the function of an upstream branch in Git, […] The post How to Set Upstream Branch in Git?

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Guide to LLM Observability and Evaluations for RAG Application 

Analytics Vidhya

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

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