Thu.Aug 17, 2023

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Enhancing NLP Pipelines with spaCy

Analytics Vidhya

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. Developers use it to create information extraction and natural language comprehension systems, as in Cython. Use the tool for production, boasting a concise and user-friendly API. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

NLP 271
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Central Bank Digital Currency (CBDC) and blockchain enable the future of payments

IBM Journey to AI blog

The financial world has been revolutionized by blockchain technology, which has enabled peer-to-peer transactions without the need for intermediaries. The introduction of Central Bank Digital Currency (CBDC) has added a new dimension to blockchain technology that transforms the future of payments for businesses and individuals. Some time ago, banks and governments started shifting their attention towards using digital assets in their operations and economies.

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Microsoft Azure Launches ChatGPT for Enterprise AI

Analytics Vidhya

Microsoft Azure is taking a giant leap forward in enterprise AI by introducing ChatGPT, now available for preview in Azure OpenAI Service. This groundbreaking advancement allows businesses to run ChatGPT within their network, enhancing work experiences, boosting productivity, and providing a range of powerful capabilities. Here’s a closer look at how Microsoft Azure ChatGPT transforms […] The post Microsoft Azure Launches ChatGPT for Enterprise AI appeared first on Analytics Vidhya.

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Study highlights impact of demographics on AI training

AI News

A study conducted in collaboration between Prolific , Potato , and the University of Michigan has shed light on the significant influence of annotator demographics on the development and training of AI models. The study delved into the impact of age, race, and education on AI model training data—highlighting the potential dangers of biases becoming ingrained within AI systems.

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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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Snapchat Glitch Sparks Panic: My AI Posts Mysterious Stories and Images

Analytics Vidhya

Snapchat, the popular social media platform known for its dynamic features, recently faced a technical glitch involving its AI-powered chatbot, My AI. This glitch led to unexpected Stories being posted to users’ feeds and uncharacteristic behavior in chats. As users questioned the source of the unusual content, speculation and confusion spread across social media platforms. […] The post Snapchat Glitch Sparks Panic: My AI Posts Mysterious Stories and Images appeared first on Analytic

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The Associated Press Unveils AI Guidelines for Journalists

Analytics Vidhya

The rapid advancement of artificial intelligence (AI) has paved the way for its integration into various industries, including journalism. Recently, the Associated Press (AP) took a significant step by releasing comprehensive guidelines for the responsible use of AI in their news reporting. This move has sparked conversations about the role of AI in journalism & […] The post The Associated Press Unveils AI Guidelines for Journalists appeared first on Analytics Vidhya.

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Unlock true Kubernetes cost savings without losing precious sleep over performance risks

IBM Journey to AI blog

The race to innovate has likely left you (and many, many others) with unexpectedly high cloud bills and/or underutilized resources. In fact, according to Flexera’s 2023 State of the Cloud report , for the first time in a decade, “managing cloud spend” (82%) surpassed “security” (79%) to become the number one challenge facing organizations across the board.

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UK’s First AI Camera Nets 300 Offenders in Just Three Days

Analytics Vidhya

The UK’s road safety landscape is undergoing a revolutionary transformation as the country witnesses the debut of free-standing artificial intelligence (AI) road safety cameras. These specialized cameras are aimed at curbing illegal mobile phone usage while driving and have already proven their effectiveness by catching nearly 300 lawbreakers within just three days of deployment.

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Meta’s Next AI Attack on OpenAI: Free Code-Generating Software

Flipboard

Meta Platforms is preparing to launch software to help developers automatically generate programming code, a challenge to proprietary software from OpenAI, Google and others, according to two people with direct knowledge of the product.

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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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11 AI Video Generators to Use in 2023: Transforming Text to Video 

Analytics Vidhya

One of the most remarkable manifestations of AI is the emergence of AI video generators, which have seamlessly bridged the gap between text and visuals, revolutionizing content creation. In an era where communication is increasingly visual-centric, AI video generators offer an innovative solution that transcends traditional content creation methods.

AI 270
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Complexity Theory’s 50-Year Journey to the Limits of Knowledge

Flipboard

How hard is it to prove that problems are hard to solve? Meta-complexity theorists have been asking questions like this for decades. A string of recent results has started to deliver answers.

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Navigating Data Formats with Pandas for Beginners

Analytics Vidhya

Introduction Pandas is more than just a name – it’s short for “panel data.” Now, what exactly does that mean? Use the Data formats with pandas in economics and statistics. It refers to structured data sets that hold observations across multiple periods for different entities or subjects. Nowadays, people often store data in diverse file […] The post Navigating Data Formats with Pandas for Beginners appeared first on Analytics Vidhya.

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Arthur unveils Bench, an open-source AI model evaluator

Flipboard

New York City-based artificial intelligence (AI) startup Arthur has announced the launch of Arthur Bench, an open-source tool for evaluating and comparing the performance of large language models (LLMs) such as OpenAI‘s GPT-3.5 Turbo and Meta’s LLaMA 2.

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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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10 Best AI Image Generator Tools to Use in 2023

Analytics Vidhya

In 2023, the best AI image generators are far more intricate and advanced, fostering unique designs. Designers get access to seamless solutions that help wrestle with time constraints and creative roadblocks, thus unlocking a kingdom of infinite creative possibilities. The top 10 AI picture generator tools of 2023 will be examined in this post, giving […] The post 10 Best AI Image Generator Tools to Use in 2023 appeared first on Analytics Vidhya.

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OpenAI’s first acquisition is an AI design company

Flipboard

Snatching up design studio Global Illumination will help OpenAI bring purpose to this nascent technology. Last year brought us the technological big bang of generative AI.

OpenAI 115
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How OpenAI Uses GPT-4 for Smarter Content Moderation

Analytics Vidhya

OpenAI, a pioneer in artificial intelligence, has unveiled an innovative method to harness the power of its GPT-4 model for content moderation. The innovative technique aims to reduce the workload on human moderation teams by utilizing GPT-4’s capabilities to make informed moderation judgments. This promising development has the potential to reshape content moderation processes across […] The post How OpenAI Uses GPT-4 for Smarter Content Moderation appeared first on Analytics Vidhya

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Microsoft Plans AI Service With Databricks That Could Hurt OpenAI

Flipboard

Microsoft has hitched its wagon to OpenAI when it comes to selling artificial intelligence that can understand language and write emails, meeting summaries and slide decks. Now Microsoft has found a second horse to ride in the AI race: Databricks, which has positioned itself as a kind of.

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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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This AI Research from UCLA Indicates Large Language Models (such as GPT-3) have Acquired an Emergent Ability to Find Zero-Shot Solutions to a Broad Range of Analogy Problems

Marktechpost

Analogical reasoning serves as the cornerstone of human intelligence and ingenuity. When faced with an unfamiliar challenge, individuals frequently devise viable solutions by methodically comparing them to a more recognizable scenario. This approach plays a key role in how humans think across various activities, from solving everyday issues to fostering creative concepts and pushing the boundaries of scientific discovery.

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Meta, OpenAI, Anthropic and Cohere A.I. models all make stuff up — here's which is worst

Flipboard

If the tech industry's top AI models had superlatives, Microsoft-backed OpenAI's GPT-4 would be best at math, Meta's Llama 2 would be most middle of …

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How I Built A Video Recommendation System Using Large Language Models and Vector Database

Towards AI

Last Updated on August 19, 2023 by Editorial Team Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation is lucky to have streaming services of any kind at our disposal, from audio to video content.

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Snapchat's 'creepy' AI blunder reminds us that chatbots aren't people. But as the lines blur, the risks grow

Flipboard

Snapchat’s AI-powered chatbot malfunctioned this week, raising questions of “sentience” among users. As AI becomes increasingly human-like, society must become AI-literate.

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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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Diffusion Transformers (DiTs) for Unprecedented Architectural Innovation: Transforming Image Generation with Transformer-Based Diffusion Models

Marktechpost

The landscape of machine learning has undergone a transformative shift with the emergence of transformer-based architectures, revolutionizing tasks across natural language processing, computer vision, and beyond. However, a notable gap still needs to be addressed within image-level generative models, specifically diffusion models, which largely adhere to convolutional U-Net architectures.

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AI Could Soon Help Us Talk to Animals, But There Is a Problem

Flipboard

Imagine if one-day ChatGPT was joined by CatGPT – an AI-based machine that allowed us to communicate with our pet cats using meows, purrs, or hisses.

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Using AI-Enabled Predictive Maintenance in the Supply Chain

ODSC - Open Data Science

Whether you’re a delivery driver, help package products, or are one of the first links in the supply chain of worldwide goods, something is always bound to break — often when you need it most. Traditionally, there were just two maintenance methods to ensure everything ran smoothly. Now, using AI in predictive maintenance offers a new way to conduct repairs, helping everyone in the logistics industry work with fewer incidents.

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Neuroscientists Reconstruct a Pink Floyd Song from Listeners’ Brain Activity, with a Little Help from AI

Flipboard

Anyone who’s worked in an operating room knows that many surgeons like to put on music while they do their job, and that their working soundtracks …

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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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A Look Back at the Greatness of the Atari 800 and Its Games

Extreme Tech

The Atari 400 and 800 signaled the start of a new era in computing. Breakout, by ExtremeTech editor-in-chief Jamie Lendino, was the first book to cover what made Atari’s groundbreaking computer line great—and it's now in a thoroughly expanded and revised edition.

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Stable Diffusion Optimized for Intel Silicon Boosts Arc A770 Performance by 54%

Flipboard

Intel has worked with the Stable Diffusion community to enable better support for its GPUs, via OpenVINO, now with integration into Automatic1111's webui.

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How to Instruction Tune Code LLMs without GPT4 Data? Meet OctoPack: A Set of AI Models for Instruction Tuning Code Large Language Models

Marktechpost

It has been demonstrated that the usability and overall performance of large language models (LLMs) can be enhanced by fine-tuning various language tasks provided via instructions (instruction tuning). Models trained with visual, auditory, and multilingual data have all fared well with the instruction tuning paradigm. Code-learning machines are taught by researchers how to code.