Wed.May 31, 2023

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Liquid Neural Networks: Definition, Applications, & Challenges

Unite.AI

A neural network (NN) is a machine learning algorithm that imitates the human brain's structure and operational capabilities to recognize patterns from training data. Through its network of interconnected artificial neurons that process and transmit information, neural networks can perform complex tasks such as Facial Recognition , Natural Language Understanding , and predictive analysis without human assistance.

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Revolutionizing Holography with AI: The Mona Lisa’s New Lease of Life

Analytics Vidhya

Leonardo da Vinci’s masterpiece, the Mona Lisa, has been given a new lease of life thanks to artificial intelligence (AI). International researchers have used state-of-the-art neural networks and machine learning to create a holographic projection of the iconic painting. They hope their breakthrough will revolutionize the field of holography by making it more efficient and […] The post Revolutionizing Holography with AI: The Mona Lisa’s New Lease of Life appeared first on Analy

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Laura Petrich, PhD Student in Robotics & Machine Learning – Interview Series

Unite.AI

Laura is currently pursuing a Ph.D. in Computing Science under the supervision of Dr. Patrick Pilarski and Dr. Matthew E. Taylor. She received a B.Sc. with Honors in Computing Science from the University of Alberta in 2019 and an M.Sc. in Computing Science from the University of Alberta in 2022. Her research interests include reinforcement learning, human-robot interaction, biomechatronics, and assistive robotics.

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Introduction to Vision Transformers (ViT)

Analytics Vidhya

Introduction Over the years, we have been using Computer vision (CV) and image processing techniques from artificial intelligence (AI) and pattern recognition to derive information from images, videos, and other visual inputs. Underlying methods successfully achieve this by manipulating digital images through computer algorithms. Researchers found that regular models had limitations in some applications, which […] The post Introduction to Vision Transformers (ViT) appeared first on Analyti

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Connected products at the edge

IBM Journey to AI blog

There are many overlapping business usage scenarios involving both the disciplines of the Internet of Things (IoT) and edge computing. But there is one very practical and promising use case that has been commonly deployed without many people thinking about it: connected products. This use case involves devices and equipment embedded with sensors, software and connectivity that exchange data with other products, operators or environments in real-time.

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More Trending

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Join us at PrestoCon Day, a free virtual community event

IBM Journey to AI blog

The Presto Foundation is excited to share its upcoming virtual community conference PrestoCon Day , taking place on 7 June 2023. Register for the free, virtual event What is Presto? Presto is an open-source, fast and reliable SQL query engine that provides one simple ANSI SQL interface for all your data analytics and your open lakehouse. Some of the biggest companies in the world are contributing to the Presto open-source project, including Meta, Uber and Intel.

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Renowned AI Pioneer Thinks Humanity is at Risk Because of AI

Analytics Vidhya

Yoshua Bengio is a prominent figure in artificial intelligence (AI). He is the founder and scientific director of the Montreal Institute for Learning Algorithms. He has expressed his concerns about AI’s potential risks. In an interview with CTV’s Question Period host Vassy Kapelos, Bengio stated that some AI technologies are rapidly approaching human intelligence levels, […] The post Renowned AI Pioneer Thinks Humanity is at Risk Because of AI appeared first on Analytics Vidhya

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Why trust and safety in enterprise AI is (relatively) easy

Cassie Kozyrkov

Why traditional AI has the reliability advantage over generative AI Continue reading on Towards Data Science »

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A Beginner’s Guide to MongoDB and CRUD Operations

Analytics Vidhya

Introduction In this guide, we will explore the fundamentals of MongoDB and delve into the essential CRUD (Create, Read, Update, Delete) operations that form the backbone of any database system. Whether you’re new to databases or transitioning from a relational database management system, this guide will equip you with the knowledge to start working with […] The post A Beginner’s Guide to MongoDB and CRUD Operations appeared first on Analytics Vidhya.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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AI leaders warn about ‘risk of extinction’ in open letter

AI News

The Center for AI Safety (CAIS) recently issued a statement signed by prominent figures in AI warning about the potential risks posed by the technology to humanity. “Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war,” reads the statement. Signatories of the statement include renowned researchers and Turing Award winners like Geoffery Hinton and Yoshua Bengio, as well as executives from OpenAI and DeepMind,

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Guardians of the Internet: Power of Data Science in Bot Detection

Analytics Vidhya

Introduction This article presents an overview of the problem of bot detection, emphasizing the key challenges related to detecting bots. It explores various techniques and methods widely employed to identify and block bot activity. The article will also discuss the implications of bot detection for online privacy, security. It also examines the role of machine […] The post Guardians of the Internet: Power of Data Science in Bot Detection appeared first on Analytics Vidhya.

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Keep it simple: How to succeed at business transformation using behavioral economics

IBM Journey to AI blog

Business leaders often think it’s impossible to predict the outcome of a transformation effort—whether employees will embrace a new process, for example, or how customers will react to a new service. They’re missing out on a secret of change management, says IBM Global Managing Partner Jesus Mantas: “You really can predict, for the most part, why people do what they do.” The answers, he says, come from ​​behavioral economics.

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India to Propose AI-based Portal for MSMEs at G20: A Game Changer for Small Businesses

Analytics Vidhya

India’s set to make a groundbreaking move at the G20 summit by proposing to create an Artificial Intelligence (AI)-based portal. This innovative platform aims to assist Micro, Small, and Medium Enterprises (MSMEs) in the developing world by providing comprehensive data on global supply chains. With the potential to revolutionize information access and boost business-to-business cooperation, […] The post India to Propose AI-based Portal for MSMEs at G20: A Game Changer for Small Busin

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Why multi-purpose systems are hard to design safely

Cassie Kozyrkov

A non-AI analogy to explain a difference between generative and traditional enterprise AI systems Continue reading on Medium »

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Breaking Barriers: ChatGPT’s Radiology Exam Triumph and Limitations Unveiled!

Analytics Vidhya

In a groundbreaking development, the latest version of ChatGPT has astounded the medical community by passing a rigorous radiology board-style exam. This achievement has shed light on large language models‘ immense potential while highlighting the limitations that impede their reliability. Recent research studies published in Radiology have unveiled both the triumphs and challenges of integrating […] The post Breaking Barriers: ChatGPT’s Radiology Exam Triumph and Limitations U

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Generative AI vs Traditional Enterprise AI Systems

Cassie Kozyrkov

How the builders of foundational LLMs think Continue reading on Medium »

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AI Everywhere, All at Once

Flipboard

It’s been a frenetic six months since OpenAI introduced its large language model ChatGPT to the world at the end of last year. Every day since then, I’ve had at least one conversation about the consequences of the global AI experiment we find ourselves conducting. We aren’t ready for this, and by we, I mean everyone–individuals, institutions, governments, and even the corporations deploying the technology 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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Understanding the role of privacy and security in responsible innovation

SAS Software

As organizations embrace AI, they often handle large volumes of data that power AI systems. Handling data appropriately includes implementing adequate privacy policies and security measures to protect it. Doing so prevents accidental exposure and ensures ethical data use. AI technology often uses sensitive data for creating, training and utilizing models. [.

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AI chips are hot. Here's what they are, what they're for and why investors see gold

Flipboard

SAN FRANCISCO (AP) — The hottest thing in technology is an unprepossessing sliver of silicon closely related to the chips that power video game graphics. It’s an artificial intelligence chip, designed specifically to make building AI systems such as ChatGPT faster and cheaper.

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Study Materials and resources to prepare for the GRE

Great Learning

The Graduate Record Examination, or GRE, is a standardized test that is commonly used for graduate school admissions in the United States and other countries. The GRE exam is designed to measure a student’s verbal reasoning, quantitative reasoning, and analytical writing skills. While the GRE General Test is required for most graduate programs, the GRE … Study Materials and resources to prepare for the GRE Read More » The post Study Materials and resources to prepare for the GRE appe

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These Are the Jobs Most Likely To Be Eliminated by Generative A.I.

Flipboard

And in an ironic twist, they won't stop talking about it. The fear-mongering around Generative A.I. and ChatGPT taking jobs from hard-working, knowledge-economy humans has reached a fever pitch.

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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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Researchers Find 2,700-Year-Old Petroglyphs Depicting Ships, People

Extreme Tech

The images could have comprised a narrative, fulfilled a spiritual purpose, or even shared messages with passersby.

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Using ChatGPT this robot formed a unique sense of self-awareness

Flipboard

Apparently, robots can develop phobias, too. Employees at Clear Path Robotics are testing interactions between man and machine. Echo 4-R is a robot that was given the ability to communicate via AI. Using ChatGPT this machine formed a unique sense of self-awareness.

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Mastering Sentiment Analysis with Python using the Attention Mechanism

Towards AI

Last Updated on June 2, 2023 by Editorial Team Author(s): The AI Quant Originally published on Towards AI. Businesses across industries now recognize the importance of understanding customer opinions and sentiments. By gauging the sentiment behind product reviews, brand mentions, and service feedback, companies can gain vital insights into customer satisfaction, brand perception, and market trends.

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As Nvidia and Adobe double down on generative AI, scientists and CEOs sound the alarm

Flipboard

This week saw executives and scientists sign another letter warning against the dangers of AI. Plus: Adobe releases new AI tools, and why Apple’s mixed reality headset could have an AI twist.

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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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New Blood Cancer Treatment Brings 90% Of Patients Into Remission

Extreme Tech

Not only is the therapy more effective than its predecessors, but it could be significantly cheaper, too.

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AI Tools Can Help You Write Code, but Not Everyone Thinks They're Useful

Flipboard

Nvidia's CEO recently said generative AI could allow people to write code using their voice, but other experts say that AI won't replace programmers, only augment their efforts.

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Harnessing the Power of LLMs: Code Generation Unleashed

Towards AI

Last Updated on June 2, 2023 by Editorial Team Author(s): Patrick Meyer Originally published on Towards AI. Photo by Chris Ried on Unsplash Code generation using generative AI is an important new area used to predict code or program structure from incomplete data sources, programs written in another programming language, natural language descriptions, or execution logs.