Tue.May 21, 2024

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Agentic AI Demystified: The Ultimate Guide to Autonomous Agents

Analytics Vidhya

Introduction Artificial Intelligence (AI) has undergone significant advancements over recent years. Initially limited to automating basic, repetitive tasks, traditional AI has grown to be an invaluable part of every industry. Although they enhance efficiency and productivity, conventional AI systems cannot handle complex decision-making and intricate workflows.

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Microsoft unveils new Copilot+ PCs featuring advanced AI capabilities

AI News

Microsoft has launched a new type of personal computer designed with AI capabilities, underscoring the company’s commitment to integrating cutting-edge technology across its product lineup. This new category not only boosts Microsoft’s ventures but also positions it to compete directly with AI-led advancements from tech giants such as Alphabet and Apple.

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Guide on Integrating Azure Services for Enhanced Data Management & Analysis

Analytics Vidhya

Introduction Within the ever-evolving cloud computing scene, Microsoft Azure stands out as a strong stage that provides a wide range of administrations that disentangle applications’ advancement, arrangement, and administration. From new businesses to expansive endeavors, engineers leverage Azure to upgrade their applications with the control of cloud innovation and manufactured insights.

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Securing AI Development: Addressing Vulnerabilities from Hallucinated Code

Unite.AI

Amidst Artificial Intelligence (AI) developments, the domain of software development is undergoing a significant transformation. Traditionally, developers have relied on platforms like Stack Overflow to find solutions to coding challenges. However, with the inception of Large Language Models (LLMs), developers have seen unprecedented support for their programming tasks.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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All About AI-powered Jupyter notebooks with JupyterAI

Analytics Vidhya

Introduction Generative AI has been at the forefront of recent advancements in artificial intelligence. It has become a part of every major sector, from tech and healthcare to finance and entertainment, and continues transforming our work. It has enabled us to create high-quality content and perform complex tasks in minutes. Now, imagine a world where […] The post All About AI-powered Jupyter notebooks with JupyterAI appeared first on Analytics Vidhya.

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LSTMs Got an Upgrade? xLSTM is Here to Challenge the Status Quo

Analytics Vidhya

Introduction For years, a type of neural network called the Long Short-Term Memory (LSTM) was the workhorse model for handling sequence data like text. Introduced back in the 1990s, LSTMs were good at remembering long-range patterns, avoiding a technical issue called the “vanishing gradient” that hampered earlier recurrent networks. This made LSTMs incredibly valuable for […] The post LSTMs Got an Upgrade?

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Researchers from the University of Maryland Introduce an Automatic Text Privatization Framework that Fine-Tunes a Large Language Model via Reinforcement Learning

Marktechpost

The privacy of users engaging in online communities is a significant task. This is a key justification for why websites like Reddit let users post under fictitious names. There is strong evidence that disclosing an online user’s identity can be damaging, especially for vulnerable groups, even though anonymity might occasionally encourage abusive behavior.

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Python 3.12 – New Features and Improvements

Analytics Vidhya

Introduction Python 3.12 introduces a host of new features and enhancements that significantly augment the language’s usability, performance, and developer experience. From a refined type parameter syntax to improvements in error messages and enhancements across various modules, Python 3.12 strengthens its position as a versatile and powerful programming language.

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Lawyers With AI Skills Can Get ‘Up to 49% Higher Pay’ – PwC

Artificial Lawyer

The new AI Jobs Barometer report by Big Four firm PwC has found that lawyers in roles where ‘AI skills’ are a key factor are able to get a pay premium of 49% in the US and 27% in the UK.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Multimodal Chatbot with Text and Audio Using GPT 4o

Analytics Vidhya

Introduction Since the release of GPT models by OpenAI, such as GPT 4o, the landscape of Natural Language Processing has been changed entirely and moved to a new notion called Generative AI. Large Language Models are at the core of it, which can understand complex human queries and generate relevant answers to them. The next […] The post Multimodal Chatbot with Text and Audio Using GPT 4o appeared first on Analytics Vidhya.

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New Performance Optimizations Supercharge NVIDIA RTX AI PCs for Gamers, Creators and Developers

NVIDIA

NVIDIA today announced at Microsoft Build new AI performance optimizations and integrations for Windows that help deliver maximum performance on NVIDIA GeForce RTX AI PCs and NVIDIA RTX workstations. Large language models ( LLMs ) power some of the most exciting new use cases in generative AI and now run up to 3x faster with ONNX Runtime (ORT) and DirectML using the new NVIDIA R555 Game Ready Driver.

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Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered

Analytics Vidhya

Microsoft announced a new generation of Windows PCs called Copilot+ PCs on May 20, 2024 at the Microsoft Event. These PCs boast superior performance, long battery life, and powerful built-in AI features, marking a significant leap in PC technology. Satya Nadella announced that major manufacturers like Dell, Lenovo, Samsung, HP, Acer, and Asus will offer […] The post Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered appeared first on Analytics Vidhya.

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Create a multimodal assistant with advanced RAG and Amazon Bedrock

AWS Machine Learning Blog

Retrieval Augmented Generation (RAG) models have emerged as a promising approach to enhance the capabilities of language models by incorporating external knowledge from large text corpora. However, despite their impressive performance in various natural language processing tasks, RAG models still face several limitations that need to be addressed. Naive RAG models face limitations such as missing content, reasoning mismatch, and challenges in handling multimodal data.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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GenAI Roadmap for Enterprises

Analytics Vidhya

Introduction With businesses evolving rapidly, companies are looking for new ways or approaches to gain a competitive edge and achieve efficiency and their customer’s rising expectations. It is no longer a secret that emerging technology such as GenAI (Generative Artificial Intelligence) may revolutionize customer service and interaction, content creation, decision-making, creativity, and other organizational activities. […] The post GenAI Roadmap for Enterprises appeared first on An

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This AI Paper from KAUST and Purdue University Presents Efficient Stochastic Methods for Large Discrete Action Spaces

Marktechpost

Reinforcement learning (RL) is a specialized area of machine learning where agents are trained to make decisions by interacting with their environment. This interaction involves taking action and receiving feedback through rewards or penalties. RL has been instrumental in developing advanced robotics, autonomous vehicles, and strategic game-playing technologies and solving complex problems in various scientific and industrial domains.

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Announcing Mosaic AI Vector Search General Availability in Databricks

databricks

Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.

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The AI-Powered Code Revolution: Bridging Traditional and Neurosymbolic Programming

Marktechpost

Generative AI models, particularly Large Language Models (LLMs), have seen a surge in adoption across various industries, transforming the software development landscape. As enterprises and startups increasingly integrate LLMs into their workflows, the future of programming is set to undergo significant changes. Historically, symbolic programming has dominated, where developers use symbolic code to express logic for tasks or problem-solving.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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[The AI Show Episode 98]: Google I/O, GPT-4o, and Ilya Sutskever’s Surprise Departure from OpenAI

Marketing AI Institute

Get ready for a deep dive into Google's AI announcements from Google I/O 2024, including Gemini 1.5 Pro's integration, Project Astra, Gems, and Veo. Hosts Paul Roetzer and Mike Kaput also examine the unveiling of OpenAI's latest cutting-edge model, GPT-4o, revolutionizing AI accessibility and the departure of the company's chief scientist, Ilya Sutskever.

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Enhancing Tensor Contraction Paths Using a Modified Standard Greedy Algorithm with Improved Cost Function

Marktechpost

Tensor contradictions are used to solve problems related to different research fields, including model counting, quantum circuits, graph problems, and machine learning. But to minimize the computational cost, finding a contradiction order is important. If one sees the result of the computation of the product of a sequence of matrices A, B, and C, then the result will always be the same, but there will be different computational costs based on matrix dimensions.

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Legal OS Becomes ‘Flank’ As Its Agentic AI Targets Wider World

Artificial Lawyer

After launching an AI agent tool for inhouse lawyers, Berlin-based Legal OS has decided to rebrand to become Flank, to reflect the fact that it now works across organisations’ many departments and …

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Gradient AI Introduces Llama-3 8B Gradient Instruct 1048k: Setting New Standards in Long-Context AI

Marktechpost

Language models are designed to understand & generate human language. These models are crucial for applications like chatbots, automated content creation, and data analysis. Their ability to comprehend and generate text depends on the context length they can handle, making advancements in long-context models particularly significant for enhancing AI capabilities.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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TSMC's Lithography Machines Have a Remote Kill Switch in Case China Invades

Extreme Tech

ASML makes the machines used by TSMC and apparently designed the system.

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Watt a Win: NVIDIA Sweeps New Ranking of World’s Most Energy-Efficient Supercomputers

NVIDIA

In the latest ranking of the world’s most energy-efficient supercomputers, known as the Green500 , NVIDIA-powered systems swept the top three spots, and took seven of the top 10. The strong showing demonstrates how accelerated computing represents the most energy-efficient method for high-performance computing. The top three systems were all powered by the NVIDIA GH200 Grace Hopper Superchip , showcasing the widespread adoption and efficiency of NVIDIA’s Grace Hopper architecture.

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The Legal Innovators California Conference Is An Inhouse Powerhouse! June 4 + 5 – SF

Artificial Lawyer

Google, Meta, Intel, Oracle, Adobe, Microsoft, Salesforce and Uber are just some of the pioneering companies Legal Innovators California’s inhouse speakers call home – and.

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Ilya Sutskever's Surprise Departure from OpenAI

Marketing AI Institute

Ilya Sutskever, OpenAI co-founder and controversial player in last year’s boardroom coup against CEO Sam Altman, has left the company.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Empowering Developers and Non-Coders Alike to Build Interactive Web Applications Effortlessly

Marktechpost

For those just starting out with Python programming, the vast number of available libraries can seem staggering. It appears that there’s a Python framework for just about any need you might have. However, one area seems to be notably overlooked: no-code studios for developing web front-ends. While several low-code tools exist for creating web interfaces—like Streamlit for pilots, Taipy for actual projects, and Gradio for quick interfaces for ML models—none fully automates this process.

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ChatGPT Users Will Love These Amazing GPT-4o Use Cases

Artificial Corner

Image made with Canva Just a few days ago, OpenAI released its new model, GPT-4o, for free. This new model is setting a new milestone. It can engage in fluent conversations, generate images, serve as an excellent tutor, offer new opportunities for people with visual impairments, and more. All of this with a response quality that will amaze you. Here are 10 ways you can use ChatGPT-4o to make it your favorite personal assistant.

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Report: Apple Met With TSMC to Secure All of Its Upcoming 2nm Capacity

Extreme Tech

Apple could once again be hoping to lock its competitors out of the market, at least for a little while.

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