Wed.Aug 02, 2023

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A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. These sophisticated models have opened the doors to a wide array of applications, ranging from language translation to sentiment analysis and even the creation of intelligent chatbots.

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Meta Plans to Integrate AI-Powered “Personas” Into Its Services

Unite.AI

Meta is reportedly on the verge of integrating AI-powered “personas” into its services, including Facebook and Instagram. According to the Financial Times , this revolutionary development could launch as early as next month, substantially transforming user interaction with these platforms. AI-Personas: Combining Personality with Utility Reportedly, these AI-personas, also referred to as chatbots, will come with their unique personalities.

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Adapting BERT Through Fine-tuning For Downstream Tasks

Analytics Vidhya

Introduction Adapting BERT for downstream tasks entails utilizing the pre-trained BERT model and customizing it for a particular task by adding a layer on top and training it on the target task. This technique allows the model to learn dependent on the task details from the data used for training while drawing on the knowledge of […] The post Adapting BERT Through Fine-tuning For Downstream Tasks appeared first on Analytics Vidhya.

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How Cities Are Deploying Leading Technologies Leveraging Unbiased AI Algorithms

Unite.AI

Today, virtually every aspect of our lives touches some part of an online network. While this has certainly improved many areas of life itself, such as how we walk around with handheld devices that can deliver us information at any time, it also poses certain risks. These risks go beyond traditional hacking and data breaches into our bank accounts, for example.

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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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KYC Registration Now Made Easy Using AI

Analytics Vidhya

Capital market players can now bid farewell to lengthy and cumbersome KYC registration processes, thanks to CAMSKRA’s AI-embedded KYC solution. Leveraging the power of artificial intelligence, this new offering promises seamless and lightning-fast customer onboarding, revolutionizing how businesses verify their clients. Let’s dive into the details and discover how this innovative technology is set to […] The post KYC Registration Now Made Easy Using AI appeared first on Analyti

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How conversational AI can transform IT support

IBM Journey to AI blog

My name is Michael, and I am a senior at New York University (NYU). Throughout my time in college, I’ve worked numerous part-time jobs to help cover the ever-rising costs of living and studying in New York City. These spanned from being a video editor, interning at startups, assisting in artificial intelligence research, and numerous other stints in between.

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AI.com once took you to ChatGPT. Now, it goes to Elon Musk's xAI

Flipboard

A nerdy mystery is brewing. Will someone please tell us who the hell owns AI.com and what they're doing with it? The domain, which used to direct to ChatGPT, now redirects users to xAI, an AI company owned by Elon Musk.

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How chatbots improve human resource operations

IBM Journey to AI blog

Today’s HR departments struggle to efficiently manage human resource operations and routine tasks, wasting time daily answering employees’ FAQs in the absence of a self-service system. When HR professionals are forced to allocate their time on these routine questions and repetitive tasks, they can’t focus on valuable work such as recruitment, retention and motivation, leadership development, and corporate culture.

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Google's 'mind-reading' AI can tell what music you listened to based on your brain signals

Flipboard

Artificial intelligence can produce music that sounds similar to tunes people were listening to as they had their brains scanned, a collaborative study from Google and Osaka University shows.

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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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How IBM HR and the Chief Data Office partnered to drive data quality, increased productivity and a move to higher value work

IBM Journey to AI blog

People analytics is at the center of Human Resources (HR) strategy. Companies rely heavily on data and analytics to find and retain talent, drive engagement, and improve productivity. However, analytics are only as good as the quality of the data, which aims to be error-free, trustworthy, and transparent. According to a Gartner report , poor data quality costs organizations an average of USD $12.9 million each year.

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How MIT’s Liquid Neural Networks can solve AI problems from robotics to self-driving cars

Flipboard

In the current artificial intelligence (AI) landscape, the buzz around large language models (LLMs) has led to a race toward creating increasingly larger neural networks. However, not every application can support the computational and memory demands of very large deep learning models.

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Debunking observability myths – Part 2: Why observability is important for everyone, not just SREs

IBM Journey to AI blog

In our first blog post in this series on debunking observability myths, we focused on the myth that “ You can skip monitoring and rely solely on logs.” In this post, we’ll tackle another fallacy that limits the potential of observability—that it’s exclusively built for site reliability engineers (SREs). Why is this a myth?

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4 Simple Ways To Leverage AI Skills For Passive Income From Home

Flipboard

In today's day and age, technology has the potential to generate passive income through Artificial intelligence. ChatGPT has reached unprecedented heights where entrepreneurs are harnessing the capabilities of this tool to create innovative platforms that generate revenue effortlessly.

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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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How chatbots can provide a better customer experience

IBM Journey to AI blog

Over the years, chatbots have become seamlessly integrated in our day-to-day lives — in our homes, on our phones, on social media or in apps for shopping online, healthcare, customer support and more. They offer the advantage of identifying and understanding users, offering accurate answers, and completing tasks. As the prevalence and accessibility of artificial intelligence (AI) continues to grow, it is imperative that virtual agents integrate it into business practices in order to seamle

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Generative AI is Set to Revolutionize the Automotive Industry

Flipboard

We’re on the brink of a generative AI revolution that spans countless industries. For an automotive ecosystem that’s ripe for innovation, we’re likely to see generative AI play a key role in the development of new products and services designed to enhance the driving experience.

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Meet Med-Flamingo: A Unique Foundation Model which is Capable of Performing Multimodal in-context Learning Specialized for the Medical Domain

Marktechpost

With the increasing popularity of Artificial Intelligence (AI), foundation models have demonstrated an amazing ability to handle a variety of problems with only a small amount of information provided by labeled instances. The idea of in-context learning has gained attention with its ability to let a model pick up a task from a few examples given while being prompted without adjusting the model’s parameters.

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7 ChatGPT Prompts To Unlock Rapid Learning

Flipboard

In many fields of business, someone else can enter right away and make just as much money and impact as those with years of experience. Your unique advantage is how quickly you can learn and evolve.

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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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Popular Bodybuilding Supplement Might Help Slow Cognitive Decline

Extreme Tech

A study involving mice found that HMB, a muscle growth and performance-enhancing supplement, boosts hippocampus health and reduces plaques between neurons.

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Computer scientists claim to have discovered ‘unlimited’ ways to jailbreak ChatGPT

Flipboard

Researchers at Carnegie Mellon University say large language models, including ChatGPT, can be easily tricked into bad behavior. In February, Fast Company jailbroke the popular chatbot ChatGPT by following a set of rules posted on Reddit.

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Meet the Visiting Research Professor: Arian Maleki

NYU Center for Data Science

This entree is a part of our Meet the Faculty blog series, which introduces and highlights faculty who have recently joined CDS CDS Visiting Research Professor, Arian Maleki Meet Arian Maleki , who will join CDS for the upcoming fall semester as a Visiting Research Professor. Currently an associate professor in the Department of Statistics at Columbia University, Arian’s research interests include high-dimensional statistics, computational imaging, compressed sensing, and machine learning.

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AI-assisted cancer screening could cut radiologist workloads in half

Flipboard

The study saw no increase in false-positive results over human screeners. A newly published study in the the Lancet Oncologyjournal has found that the use of AI in mammogram cancer screening can safely cut radiologist workloads nearly in half without risk of increasing false-positive results.

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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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Intel's Lunar Lake Architecture to Feature 8 Battlemage Xe GPU Cores

Extreme Tech

Though the iGPU specs for Intel's next-generation mobile architecture are quite modest, this is a very low-power platform.

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Opinion: ‘Oppenheimer’ is a must-watch for everyone who works in AI and health care

Flipboard

All great stories have complicated endings. But that doesn’t mean they can’t offer simple and instructive lessons. Christopher Nolan’s magnum opus , “Oppenheimer,” highlights the tragic story about the “father of the atomic bomb.” But it’s also a story about how the United States missed an opportunity to be a global leader in the development of an innovation that would define the 20 th century.

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Lenovo’s Legion Go Handheld Could Soon Compete With the Steam Deck

Extreme Tech

An 8-inch display and AMD Phoenix processor could help this portable gaming device shine—if it actually hits shelves.

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Where Will AI Have the Biggest Impact? Healthcare.

Flipboard

Recently, we received an email about a healthcare panel entitled “Using AI with Modern Fax Capabilities to Reduce Administrative Burden.” We immediately thought, “wait, what?” But yes, we had read it correctly: There was a panel on integrating AI with … The post Where Will AI Have the Biggest Impact? Healthcare. appeared first on Andreessen Horowitz.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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AMD to Launch New 'Enthusiast Class' GPUs in the Coming Months

Extreme Tech

The company's CEO said in its Q2 earnings call that it's finally about to expand its RDNA 3 offerings.

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Harvard Business School A.I. guru on why every Main Street shop should start using ChatGPT

Flipboard

The biggest tech companies are betting it all on generative artificial intelligence. Every small business should do the same, says Harvard Business School guru.

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“Med-Flamingo”: Medical ChatBot with Multimodal Few-Shot Learning with LLAMA-2

Mlearning.ai

A Comprehensive Guide to the Architecture and Innovations of Med-Flamingo Continue reading on MLearning.