Wed.Nov 08, 2023

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KOSMOS-2: A Multimodal Large Language Model by Microsoft

Analytics Vidhya

Introduction 2023 has been an AI year, from language models to stable diffusion models. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

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FDA FSMA: Providing value beyond compliance

IBM Journey to AI blog

The supply chain plays a pivotal role in delivering goods and services to both businesses and consumers, serving as the connective thread between industries, nations, communities and all components of the value chain. Our dependence on supply chains is most pronounced in ensuring food supply. However, over the decades, the supply chain has grown longer and increasingly intricate, which means consumers may find themselves more distant from the origin of the products they consume.

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Amazon vs. Alibaba: The Battle of Conversational AI Giants

Analytics Vidhya

In the ever-evolving world of technology, two global giants are set to go head-to-head in the realm of conversational AI. Amazon, the e-commerce behemoth, and Alibaba, the Chinese tech titan, are gearing up to reshape the landscape of AI-powered interactions. In this blog, we’ll delve into the key points surrounding these developments and the implications […] The post Amazon vs.

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NLP Rise with Transformer Models | A Comprehensive Analysis of T5, BERT, and GPT

Unite.AI

Natural Language Processing (NLP) has experienced some of the most impactful breakthroughs in recent years, primarily due to the the transformer architecture. These breakthroughs have not only enhanced the capabilities of machines to understand and generate human language but have also redefined the landscape of numerous applications, from search engines to conversational AI.

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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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Decoding the Power of Hidden Markov Models

Analytics Vidhya

Introduction Have you ever pondered the mechanics behind your smartphone’s voice recognition or the complexities of weather forecasting? In that case, you may be intrigued to discover the pivotal role played by Hidden Markov Models (HMMs). These mathematical constructs have brought about profound transformations in domains such as speech recognition, natural language processing, and bioinformatics, […] The post Decoding the Power of Hidden Markov Models appeared first on Analytics Vi

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Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer

Analytics Vidhya

The world of technology and e-commerce is no stranger to the name Binny Bansal. As a co-founder of the online retail giant Flipkart, he made a significant impact on the Indian e-commerce landscape. However, his latest venture has taken a different turn, as he dives into the realm of Artificial Intelligence (AI) with a new […] The post Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer appeared first on Analytics Vidhya.

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Amazon is building a LLM to rival OpenAI and Google

AI News

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. According to Reuters , the tech giant is pouring millions into this project to create a model with a staggering two trillion parameters. OpenAI’s GPT-4, for comparison, is estimated to have around one trillion parameters. This move puts Amazon in direct competition with OpenAI, Meta, Anthropic, Google, and others.

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The LLM Revolution: Transforming Language Models

Analytics Vidhya

Introduction The world of language models has undergone a dramatic evolution in the past few years, particularly with the emergence of Large Language Models (LLMs). These models, equipped with billions of parameters and a profound understanding of natural language, have been instrumental in transforming the field of artificial intelligence. Today, we’ll explore this revolution, emphasizing […] The post The LLM Revolution: Transforming Language Models appeared first on Analytics Vidhya.

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A Scientist Says the Singularity Will Happen by 2031

Flipboard

Maybe even sooner. Are you ready? There’s at least one expert who believes that “ the singularity”—the moment when artificial intelligence surpasses the control of humans—could be just a few years away.

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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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Acing the Test: NVIDIA Turbocharges Generative AI Training in MLPerf Benchmarks

NVIDIA

NVIDIA’s AI platform raised the bar for AI training and high performance computing in the latest MLPerf industry benchmarks. Among many new records and milestones, one in generative AI stands out: NVIDIA Eos — an AI supercomputer powered by a whopping 10,752 NVIDIA H100 Tensor Core GPUs and NVIDIA Quantum-2 InfiniBand networking — completed a training benchmark based on a GPT-3 model with 175 billion parameters trained on one billion tokens in just 3.9 minutes.

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ChatGPT is still down, OpenAI fears DDoS attack

Flipboard

The company says ChatGPT is facing periodic outages but it's trying to fix the problem. ChatGPT has been experiencing outages for the past 24 hours. A major outage brought the AI chatbot down for 90 minutes yesterday, but people are still having trouble accessing the platform.

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Meet CodeGPT: A New Code Generation Tool Making Waves in the AI Community

Marktechpost

New among AI code-generating tools, CodeGPT is quickly becoming a favourite among programmers. It’s an add-on for Visual Studio Code that leverages the GPT-3 language model to produce code, translate languages, write content of various types, and answer queries. CodeGPT is currently under development, but it has the potential to alter the way that developers code.

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7 fascinating use cases of AI in finance

Flipboard

AI, large language models and machine learning have disrupted the financial industry for over a decade. What began small with simple routines has now expanded possible applications to more complex and precise use cases.

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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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Amazon Researchers Introduce Fortuna: An AI Library for Uncertainty Quantification in Deep Learning

Marktechpost

The recent developments in the fields of Artificial Intelligence and Machine Learning have made everyone’s lives easier. With their incredible capabilities, AI and ML are diving into every industry and solving problems. A key component of Machine Learning is predictive uncertainty, which enables the evaluation of the accuracy of model predictions.

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Hollywood actors’ strike ends with deal to ‘protect members from the threat of AI’

Flipboard

After 118 days, the longest strike by actors in the history of Hollywood has ended with a new deal valued at $1 billion that includes new protections against AI, according to the Screen Actors Guild – American Federation of Television and Radio Artists (SAG-AFTRA), the union representing more than …

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Avoiding Data Overfitting In Machine Learning Models

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. Embrace robust model generalization insteadImage by Don Kaluarachchi (author) In the world of machine learning, overfitting is a common issue causing models to struggle with new data. Let us look at some practical tips to avoid this problem.

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Killer Combo: ChatGPT Merged With Dall-E, Vision, Web Browsing and Code Interpreter

Flipboard

Here's what you can do now with multimodal capabilities, where it's not just about what you say, but what you show.

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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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Top Important LLM Papers for the Week from 30/10 to 5/11

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed on the latest progress.

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10 Most Vital AI Trends We Need to be Ready for in 2024

Flipboard

The realm of Artificial Intelligence (AI) is undergoing transformative shifts that will redefine how we perceive and utilize technology. In the ever-evolving landscape of technology, staying ahead of the curve is not just an advantage; it's a necessity.

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How I’m Using ChatGPT and AI to Make Money Online

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Natassha Selvaraj Originally published on Towards AI. 3 steps I took to generate passive income with AI in 2023.Image from MotionArray In the past year alone, I’ve scaled my online content to reach over 100K readers, created my first Udemy course, launched a YouTube channel, and am in the process of publishing my first e-book.

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15 of the best online Georgia Tech courses you can take for free

Flipboard

Learn all about Python, Java, machine learning, and much more without spending anything. TL;DR: A wide range of free online courses from Georgia Tech are available to take for free on edX.

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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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Optimize for sustainability with Amazon CodeWhisperer

AWS Machine Learning Blog

This post explores how Amazon CodeWhisperer can help with code optimization for sustainability through increased resource efficiency. Computationally resource-efficient coding is one technique that aims to reduce the amount of energy required to process a line of code and, as a result, aid companies in consuming less energy overall. In this era of cloud computing, developers are now harnessing open source libraries and advanced processing power available to them to build out large-scale microser

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A new cheating technique has professors outmatched—and no, it's not ChatGPT

Flipboard

In the changing world of education, online academic resources such as Chegg.com have become the go-to websites for help with schoolwork. These websites are typically used to help students understand how to solve problems if they are stuck on a question, or to check their work to see if they are on the right path.

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Build a medical imaging AI inference pipeline with MONAI Deploy on AWS

AWS Machine Learning Blog

This post is cowritten with Ming (Melvin) Qin, David Bericat and Brad Genereaux from NVIDIA. Medical imaging AI researchers and developers need a scalable, enterprise framework to build, deploy, and integrate their AI applications. AWS and NVIDIA have come together to make this vision a reality. AWS, NVIDIA, and other partners build applications and solutions to make healthcare more accessible, affordable, and efficient by accelerating cloud connectivity of enterprise imaging.

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Google, Telecoms Ask Regulators to Open Up Apple’s iMessage

Extreme Tech

Recategorizing iMessage as a core service under the EU's Digital Markets Act would require Apple to end its 'blue bubble' exclusivity.

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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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Supply Chain Disruption and ESG Risk Management Powered by Bloomberg Data in the Databricks Lakehouse Platform

databricks

This blog is the first of a series of blog posts highlighting industry-leading data providers we collaborate with and Marketplace data providers. Special.

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Leaked AMD Zen 5 Ryzen 9 8950X Benchmarks Show Sizable IPC Gains

Extreme Tech

Zen 5 will retain a lot of features of Zen 4 but with a focus on improved multi-core performance.

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Built-In Governance for Your Databricks Workspace

databricks

Databricks Unity Catalog simplifies data and AI governance by providing a unified solution for organizations to securely discover, access, monitor, and collaborate on.

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