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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The AI Productivity Shift: How 3,000 Pros And 140K Users Are Transforming Work

Hubstaff’s new report, The AI Productivity Shift, highlights how 3,000+ professionals and 140,000+ users are transforming the way they work with AI. Adoption is high—85% are using AI—and the potential is just beginning. Teams that integrate AI into daily workflows report 77% faster task completion, 70% improved focus, and stronger results across the board.

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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.

Python 278
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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

OpenAI 261
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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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From Curiosity to Competitive Edge: How Mid-Market CEOs Are Using AI to Scale Smarter

Speaker: Lee Andrews, Founder at LJA New Media & Tony Karrer, Founder and CTO at Aggregage

This session will walk you through how one CEO used generative AI, workflow automation, and sales personalization to transform an entire security company—then built the Zero to Strategy framework that other mid-market leaders are now using to unlock 3.5x ROI. As a business executive, you’ll learn how to assess AI opportunities in your business, drive adoption across teams, and overcome internal resource constraints—without hiring a single data scientist.

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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?

ChatGPT 359
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NVIDIA presents latest advancements in visual AI

AI News

NVIDIA researchers are presenting new visual generative AI models and techniques at the Computer Vision and Pattern Recognition (CVPR) conference this week in Seattle. The advancements span areas like custom image generation, 3D scene editing, visual language understanding, and autonomous vehicle perception. “Artificial intelligence, and generative AI in particular, represents a pivotal technological advancement,” said Jan Kautz, VP of learning and perception research at NVIDIA.

Visual AI 356
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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.

OpenAI 289
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Speaker diarization improvements: new languages, increased accuracy

AssemblyAI

We've recently made a series of updates to our Speaker diarization service, which identifies who said what in a conversation, leading to improvements across a number of relevant benchmarks. In particular, our new Speaker Diarization model is up to 13% more accurate than its predecessor, and available in 5 additional languages. Speaker Diarization improvements Speaker diarization is the process of identifying "who said what" in a conversation: Transcripts with diarization ascribe a s

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Prospect, Personalize, Profit: The New Way Sales & Marketing Teams Are Aligning with AI

Speaker: Kevin Burke, Founder & Managing Director at Digital One and AI & Automation Consultant

AI and automation are currently transforming the way sales and marketing teams operate. Generative AI crafts personalized outreach at scale, while conversational AI bots are engaging prospects in real time. Robotic process automation streamlines manual workflows by triggering tasks the moment a prospect takes a key action, and advanced AI analytics surface hidden patterns in the pipeline, improve forecasting, and help teams make data-driven decisions with confidence.

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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.

Robotics 260
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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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The rise and fall of AI at the McDonald’s drive-thru

AI News

The fast-food industry has been turning to AI for years in the hopes that it might improve efficiency, cut down on labour costs, and, ideally, make customers’ lives easier. One of the pioneers was McDonald’s, which in 2021 teamed up with IBM to test an AI system for voice ordering at around 100 drive-thru locations throughout the US. Customers were supposed to be able to drive up, loudly state their orders into the drive-thru microphone, and then have an AI record all of that, instea

Big Data 352
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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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.

Robotics 279
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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.

AI 182
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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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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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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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EU AI legislation sparks controversy over data transparency

AI News

The European Union recently introduced the AI Act, a new governance framework compelling organisations to enhance transparency regarding their AI systems’ training data. Should this legislation come into force, it could penetrate the defences that many in Silicon Valley have built against such detailed scrutiny of AI development and deployment processes.

Big Data 350
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Generative AI and Robotics: Are We on the Brink of a Breakthrough?

Unite.AI

Imagine a world where robots can compose symphonies, paint masterpieces, and write novels. This fascinating fusion of creativity and automation, powered by Generative AI , is not a dream anymore; it is reshaping our future in significant ways. The convergence of Generative AI and robotics is leading to a paradigm shift with the potential to transform industries ranging from healthcare to entertainment, fundamentally altering how we interact with machines.

Robotics 278
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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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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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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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Agility, flexibility and security: The value of cloud in HPC

IBM Journey to AI blog

In today’s competitive business environment, firms are confronted with complex, computational issues that demand swift resolution. Such problems might be too intricate for a single system to handle or might require an extended time to resolve. For companies that need quick answers, every minute counts. Allowing problems to linger for weeks or months is not feasible for businesses determined to stay ahead of the competition.

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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.