Tue.Jul 25, 2023

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Multithreading vs. Multiprocessing: Understanding the Differences

Analytics Vidhya

Multithreading and multiprocessing are fundamental concepts in computer multitasking, enabling concurrent execution of tasks. While both aim to improve system performance, they have distinct characteristics and are suitable for different scenarios. This article will explore multithreading vs. multiprocessing, their advantages, disadvantages, and the factors influencing their use in various programming tasks.

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The AI Feedback Loop: Maintaining Model Production Quality In The Age Of AI-Generated Content

Unite.AI

Production-deployed AI models need a robust and continuous performance evaluation mechanism. This is where an AI feedback loop can be applied to ensure consistent model performance. Take it from Elon Musk: “I think it’s very important to have a feedback loop, where you’re constantly thinking about what you’ve done and how you could be doing it better.

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Using Weather Data for Machine Learning Models

Analytics Vidhya

Introduction Weather is a major driver for so many things that happen in the real world. In fact, it is so important that it usually ends up benefiting any forecasting model that incorporates it using machine learning models. Think about the following scenarios: It is fair to say that any model in the scenarios above […] The post Using Weather Data for Machine Learning Models appeared first on Analytics Vidhya.

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IBM named a leader in ESG reporting and data management software by independent research firm

IBM Journey to AI blog

Independent research firm Verdantix recently identified IBM as a leader in their report, “ Green Quadrant: ESG Reporting and Data Management Software ” (July 17, 2023), which evaluated and provided a detailed assessment of solution providers and their product offerings. The rigorous analysis conducted by Verdantix included a comprehensive 115-point questionnaire, two-hour live demonstrations by suppliers and interviews with existing ESG software customers.

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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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Authors Unite Against AI Companies: Seek Respect and Pay for Copyrighted Work

Analytics Vidhya

Prominent authors, including literary giants like Margaret Atwood, Viet Thanh Nguyen, and Philip Pullman, have united to demand that artificial intelligence (AI) companies respect their rights and seek permission before utilizing their copyrighted material. The Authors Guild, America’s largest professional organization for writers, has spearheaded this initiative.

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Data Engineer vs Data Scientist: Which Career to Choose?

Analytics Vidhya

In the world of data, two crucial roles play a significant part in unlocking the power of information: Data Scientists and Data Engineers. But what sets these wizards of data apart? Welcome to the ultimate showdown of Data Scientist vs Data Engineer! In this captivating journey, we’ll explore the distinctive paths these tech titans take […] The post Data Engineer vs Data Scientist: Which Career to Choose?

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Navigating the Learning Curve: AI’s Struggle with Memory Retention

Unite.AI

As the boundaries of artificial intelligence (AI) continually expand, researchers grapple with one of the biggest challenges in the field: memory loss. Known as “catastrophic forgetting” in AI terms, this phenomenon severely impedes the progress of machine learning , mimicking the elusive nature of human memories. A team of electrical engineers from The Ohio State University are investigating how continual learning, the ability of a computer to constantly acquire knowledge from a ser

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Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions?

Analytics Vidhya

India is preparing to showcase its semiconductor prowess and chip design innovation at the upcoming ‘Semicon India 2023’ The event, to be inaugurated by Indian Prime Minister Narendra Modi, is set to launch several initiatives & semiconductor investment opportunities. It is a part of the Indian government’s proactive approach to try establishing the country as […] The post Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions

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Netflix lists $900,000 AI job as actors and writers continue to strike

Flipboard

That’s up to $3,500 per day, while many actors make $200. Will this pair of Hollywood strikes ever end? It looks like the big corporations are digging in for a long battle, illustrated by Netflix’s recent job posting for a machine learning platform product manager.

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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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The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

Analytics Vidhya

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate human-like text with remarkable accuracy. To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

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The war in Ukraine is spurring a revolution in drone warfare using AI

Flipboard

LVIV, Ukraine — In an open test field in rural Ukraine, a drone equipped with a bomb lost connection with its human operator after coming under attack by electronic jamming equipment — but instead of crashing to the ground, the drone accelerated toward its target and destroyed it.

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OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

Analytics Vidhya

Breaking news from the world of artificial intelligence! OpenAI‘s renowned deep learning expert, Andrej Karpathy, has undertaken an exciting weekend project that could revolutionize how we run complex models on resource-constrained devices. With his creation of “Baby Llama,” a simplified version of the Llama 2 model, Karpathy showcases the power of pure C code and […] The post OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

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More than 70% of companies are experimenting with generative AI, but few are willing to commit more spending

Flipboard

More than half (54.6%) of organizations are are experimenting with generative artificial intelligence (gen AI), while a few (18.2%) are already implementing it into their operations, but only a few (18.

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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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Microsoft’s Bing Chat Expands to Chrome and Safari

Analytics Vidhya

Microsoft’s Bing Chat, the AI-powered chatbot, is breaking out of its Microsoft-exclusive boundaries and is now being tested on non-Microsoft browsers. The expansion aims to provide a broader user base with access to ChatGPT-like capabilities. Excitement surrounds this move as Bing Chat, powered by OpenAI’s GPT-4 model, promises a seamless conversational experience.

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ChatGPT creator says AI advocates are fooling themselves if they think the technology is only going to be good for workers: 'Jobs are definitely going to go away'

Flipboard

Generative AI technology like ChatGPT could boost productivity for many workers in the years ahead. But some Americans are likely to lose their jobs in the process. That's according to Sam Altman, the CEO of OpenAI, the company behind ChatGPT.

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Everything You Need to Know About NYC’s Automated Employment Decision Tools (AEDT) Law

Dlabs.ai

In an era where AI and machine learning have streamlined everything, including hiring processes, the balance between efficiency and equity comes into question. With algorithms, machine learning, and statistical modeling defining who gets hired or promoted, are these decisions genuinely fair? How can we ensure these technological advances don’t harbor biases or injustices?

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‘CMOs have 5 years to adapt’: how brands are navigating AI in a changing content landscape

Flipboard

Marketers have the potential to lead the way in AI, but the countdown is on for them to embrace the new tech, say brand leaders from Microsoft, EY, Shell Mobility and BENlabs.

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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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NVIDIA DGX Cloud Now Available to Supercharge Generative AI Training

NVIDIA

NVIDIA DGX Cloud — which delivers tools that can turn nearly any company into an AI company — is now broadly available, with thousands of NVIDIA GPUs online on Oracle Cloud Infrastructure , as well as NVIDIA infrastructure located in the U.S. and U.K. Unveiled at NVIDIA’s GTC conference in March, DGX Cloud is an AI supercomputing service that gives enterprises immediate access to the infrastructure and software needed to train advanced models for generative AI and other groundbreaking applicati

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AI Unlocks Olive Oil's Potential in Alzheimer's Battle - Neuroscience News

Flipboard

Researchers have utilized artificial intelligence to uncover the promising potential of extra virgin olive oil (EVOO) in combating Alzheimer's disease (AD).

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Understanding ReAct(Reason + Act) in LLMs

TheSequence

Created Using Midjourney In this Issue: Understanding ReAct. Google’s original ReAct paper. The Haystack framework for LLM-based search. 💡 ML Concept of the Day: What is ReAct In the last few editions of this series about modern techniques in transformer models, we have explored both the concepts of reasoning and acting. Advancements in language models (LM) have extended their range of applications to downstream tasks.

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Computer-written scripts and deepfake actors: what’s at the heart of the Hollywood strikes against generative AI

Flipboard

Hollywood has been using artificial intelligence for 20 years. But the current actors’ and writers’ strikes are specifically concerned about generative AI.

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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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Fin-tastic: 3D Artist Dives Into AI-Powered Oceanic Work This Week ‘In the NVIDIA Studio’

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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What AI Teaches Us About Good Writing | NOEMA

Flipboard

While AI can speed up the writing process, it doesn’t optimize quality — and it endangers our sense of connection to ourselves and others As soon as I …

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Point-Cloud Completion with Pretrained Text-to-image Diffusion Models

Marktechpost

Have you ever heard the term point-cloud? It is a fundamental representation of 3D data, consisting of points in a three-dimensional coordinate system that describes the geometry and spatial attributes of objects or environments. They are widely used in computer vision, virtual reality, and autonomous driving because they provide a rich and detailed representation of real-world objects.

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Goodbye to Graphics: How GPUs Came to Dominate Compute and AI

Flipboard

The days when GPUs were only used for graphics rendering in games are long gone. Join us as we look at how the processor became the dominant chip in compute and AI.

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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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Samsung AI Researchers Introduce Neural Haircut: A Novel AI Method to Reconstruct Strand-based Geometry of Human Hair from Video or Images

Marktechpost

Researchers from Samsung AI Center, Rockstar Games, FAU Erlangen-Nurnberg, and Cinemersive Labs suggest a brand-new technique for image-based modeling that can extract human hair from several views of photos or video frames. Due to its very complicated geometry, physics, and reflectance, hair reconstruction is one of the most difficult tasks in human 3D modeling.

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Video game studios are so scared of A.I. they’re forcing managers to study machine learning and offering employees $7,000 bounties for A.I. ideas

Flipboard

From San Francisco to Tokyo and Hong Kong, the plethora of companies that power the digital entertainment sphere are responding to decades of …

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How to Upgrade From a Smaller SSD to a Larger One

Extreme Tech

It never takes long for hundreds of gigabytes of empty space to turn into a straightjacket, but moving your OS installation and files can be a pain. We're here to help.

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