January, 2024

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Ultimate List of Generative AI Resources

Analytics Vidhya

Introduction The rise of Large Language Models (LLMs) like ChatGPT has been revolutionary, igniting a new era in how we interact with technology. These sophisticated models, exemplified by ChatGPT, have redefined how we engage with digital platforms. Think about it – how often have you used tools like ChatGPT to effortlessly write an email or […] The post Ultimate List of Generative AI Resources appeared first on Analytics Vidhya.

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AI in 2024: Major Developments & Innovations

Unite.AI

Every technology goes through an evolutionary arc, triggering the breakout moment by a strategic breakthrough event. For Artificial Intelligence (AI), that moment was the launch of ChatGPT in 2022. As per Emerging Technology Survey 2023 , of the 54% companies surveyed, more than half have integrated generative AI in their business operations within a year.

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Survey of 2,778 AI authors: six parts in pictures

AI Impacts

The 2023 Expert Survey on Progress in AI is out , this time with 2778 participants from six top AI venues (up from about 700 and two in the 2022 ESPAI ), making it probably the biggest ever survey of AI researchers. People answered in October, an eventful fourteen months after the 2022 survey, which had mostly identical questions for comparison. Here is the preprint.

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The Threshold at Which Snow Starts Irreversibly Disappearing

Flipboard

If you think it’s bad now, strap in. In January 1995, when The Atlantic published “In Praise of Snow,” Cullen Murphy’s opus to frozen precipitation, snow was still a mysterious substance, coming and going enigmatically, confounding forecasters’ attempts to make long-term predictions.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Meet VMamba: An Alternative to Convolutional Neural Networks CNNs and Vision Transformers for Enhanced Computational Efficiency

Marktechpost

There are two major challenges in visual representation learning: the computational inefficiency of Vision Transformers (ViTs) and the limited capacity of Convolutional Neural Networks (CNNs) to capture global contextual information. ViTs suffer from quadratic computational complexity while excelling in fitting capabilities and international receptive field.

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Quiz of the Day (Scikit-learn) # 14

Analytics Vidhya

Welcome to another exciting edition of the AI Quiz of the Day! In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn. Sklearn is a powerful tool for data analysis and machine learning, offering a wide range of modules that simplify […] The post Quiz of the Day (Scikit-learn) # 14 appeared first on Analytics Vidhya.

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What Does Quantum Computing Hold for Generative AI?

Unite.AI

Generative AI , such as large language models (LLMs) like ChatGPT, is experiencing unprecedented growth, as showcased in a recent survey by McKinsey Global. These models, designed to generate diverse content ranging from text and visuals to audio, find applications in healthcare, education, entertainment, and businesses. However, the expansive benefits of generative AI are accompanied by significant financial and environmental challenges.

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U.S. National Science Foundation Launches National AI Research Resource Pilot

NVIDIA

In a major stride toward building a shared national research infrastructure, the U.S. National Science Foundation has launched the National Artificial Intelligence Research Resource pilot with significant support from NVIDIA. The initiative aims to broaden access to the tools needed to power responsible AI discovery and innovation. It was announced Wednesday in partnership with ten other federal agencies as well as private-sector, nonprofit and philanthropic organizations. “The breadth of

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How Microsoft found a potential new battery material using AI

Flipboard

Samples of the new solid electrolyte discovered by Microsoft AI and HPC tools. | Photo by Dan DeLong for Microsoft. Artificial intelligence (AI) and large-scale cloud computing is speeding up the search for new battery materials. An AI-enhanced collaboration between Microsoft and the Pacific Northwest National Laboratory (PNNL) has already produced one promising new material, which the two are sharing publicly today.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Bringing the full power of Copilot to more people and businesses

Microsoft AI

As we kick off a new year, we’re thrilled to see people increasingly using and loving Microsoft Copilot for work and life. Our goal is to empower every person and every organization on the planet to achieve more by bringing Copilot, the everyday AI companion, to millions of people around the world. We have reached.

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MIT Researchers Developed a New Method that Uses Artificial Intelligence to Automate the Explanation of Complex Neural Networks

Marktechpost

The challenge of interpreting the workings of complex neural networks, particularly as they grow in size and sophistication, has been a persistent hurdle in artificial intelligence. Understanding their behavior becomes increasingly crucial for effective deployment and improvement as these models evolve. The traditional methods of explaining neural networks often involve extensive human oversight, limiting scalability.

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Can you believe it? 3 tips for disclosing and consuming AI-generated content

SAS Software

Let me ask: did you believe Facebook CEO Mark Zuckerberg really boasted about the company’s power in a 2019 video, saying, “Imagine this for a second: One man, with total control of billions of people’s stolen data, all their secrets, their lives, their futures.” The video of Zuckerberg purportedly saying [.] Can you believe it?

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Michael Dougherty, CEO & Co-Founder of Remix AI – Interview Series

Unite.AI

Michael Dougherty, CEO & Co-Founder of Remix AI , a free-to-use app for exploring creativity with AI. The app allows users to create, share, and get inspired in a community full of artists and creative minds. Tell us about your journey in technology. I have always been excited about advanced platforms that combine new platforms and advanced technologies with creation, media, and music.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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How Amazon and NVIDIA Help Sellers Create Better Product Listings With AI

NVIDIA

It’s hard to imagine an industry more competitive — or fast-paced — than online retail. Sellers need to create attractive and informative product listings that must be engaging, capture attention and generate trust. Amazon uses optimized containers on Amazon Elastic Compute Cloud (Amazon EC2) with NVIDIA Tensor Core GPUs to power a generative AI tool that finds this balance at the speed of modern retail.

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Artificial Intelligence Brain

Flipboard

Generative AI—think Dall.E, ChatGPT-4, and many more—is all the rage. It’s remarkable successes, and occasional catastrophic failures, have kick-started important debates about both the scope and dangers of advanced forms of artificial intelligence.

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AlphaGeometry: An Olympiad-level AI system for geometry

DeepMind

Our AI system surpasses the state-of-the-art approach for geometry problems, advancing AI reasoning in mathematics

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Google DeepMind Introduces AlphaGeometry: An Olympiad-Level Artificial Intelligence System for Geometry

Marktechpost

In a recent study, a team of researchers from Google DeepMind has introduced AlphaGeometry, an Artificial Intelligence (AI) system that can easily solve geometry Olympiad questions almost as well as a human gold medallist. Olympiad-level mathematical theorem proofs are noteworthy accomplishments that represent sophisticated automated reasoning abilities, especially in the difficult field of pre-university mathematics.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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Serving Quantized LLMs on NVIDIA H100 Tensor Core GPUs

databricks

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x more.

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Revolutionizing 3D Printing: Generative AI’s Role in Sustainable Design

Unite.AI

Sustainability is a pressing concern in modern industries, including the field of 3D Printing. To meet the increasing demand for eco-friendly manufacturing practices, 3D Printing has emerged as a promising solution. However, there are still several challenges that need to be addressed in order to make 3D Printing more sustainable. At the forefront of this transformative shift is Generative AI , a powerful force that has the potential to enhance the sustainable capabilities of 3D Printing.

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High Can See Clearly Now: AI-Powered NVIDIA RTX Video HDR Transforms Standard Video Into Stunning High Dynamic Range

NVIDIA

Editor’s note: This post is part of our weekly In the NVIDIA Studio series, which celebrates featured artists, offers creative tips and tricks, and demonstrates how NVIDIA Studio technology improves creative workflows. We’re also deep diving on new GeForce RTX 40 Series GPU features, technologies and resources, and how they dramatically accelerate content creation.

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How to Red Team a Gen AI Model

Flipboard

Red teaming, a structured testing effort to find flaws and vulnerabilities in an AI system, is an important means of discovering and managing the risks posed by generative AI. The core concept is trusted actors simulate how adversaries would attack any given system. The term was popularized during the Cold War when the U.S. Defense Department tasked “red teams” with acting as the Soviet adversary, while blue teams were tasked with acting as the United States or its allies.

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Brick & Mortar Retail Relevance: How to Stay Ahead of the Curve

Speaker: Jay Black, Senior Account Executive

Let's set the record straight: in-store retail isn't dead - it's evolving! Faced with the digital age and the demands of omnichannel shopping, some retailers are thriving while others are struggling to adapt. Join Jay Black in this exclusive session as he explores the strategies that set successful stores apart, including: Crafting unique and unforgettable in-store experiences 🛍️ Mastering the art of retail demands 🛒 Navigating inventory challenges in today's climate 📦 an

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New embedding models and API updates

OpenAI

We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools, and soon, lower pricing on GPT-3.5 Turbo.

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Researchers from Google Propose a New Neural Network Model Called ‘Boundary Attention’ that Explicitly Models Image Boundaries Using Differentiable Geometric Primitives like Edges, Corners, and Junctions

Marktechpost

Distinguishing fine image boundaries, particularly in noisy or low-resolution scenarios, remains formidable. Traditional approaches, heavily reliant on human annotations and rasterized edge representations, often need more precision and adaptability to diverse image conditions. This has spurred the development of new methodologies capable of overcoming these limitations.

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Databricks Announces the Industry’s First Generative AI Engineer Learning Pathway and Certification

databricks

Today, we are announcing the industry's first Generative AI Engineer learning pathway and certification to help ensure that data and AI practitioners have.

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Starlink's 9,000 Lasers Transmit More Than 42 Petabytes Per Day

Extreme Tech

A Starlink engineer says adding lasers has helped keep the service fast; the lasers have essentially formed a mesh network with light.

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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.

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NVIDIA CEO: ‘This Year, Every Industry Will Become a Technology Industry’

NVIDIA

“This year, every industry will become a technology industry,” NVIDIA founder and CEO Jensen Huang told attendees Wednesday during the annual J.P. Morgan Healthcare Conference. “You can now recognize and learn the language of almost anything with structure, and you can translate it to anything with structure — so text-protein, protein-text,” Huang said in a fireside chat with Martin Chavez, partner and vice chairman of global investment firm Sixth Street Partners and board chair of Recursion, a

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ChatGPT could soon replace Google Assistant on your Android phone

Flipboard

Asking ChatGPT a question won’t feel as clunky on Android anymore The hottest tech trend of 2023 was generative AI, led by chatbots like OpenAI’s ChatGPT. There are many ways to use ChatGPT on your Android phone, with the easiest being through OpenAI’s official ChatGPT app for Android.

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Introducing the GPT Store

OpenAI

We’re launching the GPT Store to help you find useful and popular custom versions of ChatGPT.

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