Fri.Sep 01, 2023

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Exploring Advanced Generative AI | Conditional VAEs

Analytics Vidhya

Introduction Welcome to this article, where we’ll explore the exciting world of Generative AI. We will mainly focus on Conditional Variational Autoencoders or CVAEs, these are like the next level of AI artistry, merging the strengths of Variational Autoencoders (VAEs) with the ability to follow specific instructions, giving us fine-tuned control over image creation.

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U.S. Imposes Export Restrictions on NVIDIA Chips to Certain Middle East Countries

Unite.AI

The U.S. government has recently announced a new set of export restrictions targeting specific NVIDIA chips to certain countries in the Middle East. The move is an attempt to control the dissemination of advanced technology that could potentially be used for unauthorized military applications. Given NVIDIA's leadership in AI and machine learning technologies, which are central to modern warfare, defense, and intelligence operations, the restrictions could have far-reaching implications.

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Building and Training Large Language Models for Code: A Deep Dive into StarCoder

Analytics Vidhya

Introduction Hey there, fellow tech enthusiasts! Today, I’m excited to take you on a journey through the fascinating world of building and training large language models (LLMs) for code. We will be diving deep into the intricacies of a remarkable model known as StarCoder, which is part of the BigCode project—an open initiative at the […] The post Building and Training Large Language Models for Code: A Deep Dive into StarCoder appeared first on Analytics Vidhya.

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Types of cyberthreats

IBM Journey to AI blog

In the simplest sense, a cybersecurity threat, or cyberthreat, is an indication that a hacker or malicious actor is attempting to gain unauthorized access to a network for the purpose of launching a cyberattack. Cyberthreats can range from the obvious, such as an email from a foreign potentate offering a small fortune if you’ll just provide your bank account number, to the deviously stealthy, such as a line of malicious code that sneaks past cyberdefenses and lives on the network for month

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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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Adversarial Autoencoders: Bridging the Gap Between Autoencoders and GANs

Analytics Vidhya

Introduction In the dynamic landscape of machine learning, synthesizing two potent techniques has given rise to a versatile model known as Adversarial Autoencoders (AAEs). Seamlessly blending the features of autoencoders and Generative Adversarial Networks (GANs), AAEs have emerged as a powerful tool for data generation, representation learning, and beyond.

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Could AI be the spark that ends the opioid epidemic?

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The opioid epidemic has had a whack-a-mole kind of complexity, stumping researchers for the better part of two decades, as they’ve attempted to better understand the evolving social and systemic factors that push people to start abusing opioids and also identify potential overdose hot spots.

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Flick Review: The Best Instagram Hashtag Tool to Boost Reach

Unite.AI

If you're a social media manager or content creator like me, you know how confusing and overwhelming hashtags can be. Which to choose? How many? High competition or low competition? What will garner the most reach? After all, using the right hashtags is essential for reaching your target audience. Lucky for you, there are social media tools like Flick to help!

AI Tools 162
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AI Hallucinations could usher in the next era of AI: cognitive AI

Flipboard

Machines with cognitive intelligence can do wonders in many real-world applications, including education, healthcare, and career development.

AI 178
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The Smart Enterprise: Making Generative AI Enterprise-Ready

Unite.AI

Let’s begin here: Yes, the opportunities for Generative AI (GenAI) are immense. Yes, it is transforming the world as we know it (and faster than most of us predicted). And yes, technology is getting smarter. However, the implications for GenAI, with its ability to generate text, imagery, and narratives, on enterprises and businesses are very different from the impact on the general public — after all, most businesses don’t write poems or stories (which is popular with ChatGPT users), they serve

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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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My new favorite app is a free PDF editor

Flipboard

PDFGear is a free PDF editor, with the ability to sign, merge, and convert. It even has ChatGPT built-in. Here's why it's my new favorite app.

ChatGPT 166
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Understanding the Dark Side of Large Language Models: A Comprehensive Guide to Security Threats and Vulnerabilities

Marktechpost

LLMs have become increasingly popular in the NLP (natural language processing) community in recent years. Scaling neural network-based machine learning models has led to recent advances, resulting in models that can generate natural language nearly indistinguishable from that produced by humans. LLMs can boost human productivity, ranging from assisting with code generation to helping in email writing and co-writing university homework, and have exhibited amazing results across fields, including

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Fast-tracking fusion energy’s arrival with AI and accessibility

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MIT Plasma Science and Fusion Center will receive DoE support to improve access to fusion data and increase workforce diversity.

AI 173
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University of Zurich Researchers Introduce Swift: An Autonomous Vision-based Drone that can Beat human World Champions in Several Fair Head-to-Head Races

Marktechpost

First-person view (FPV) drone racing is an exhilarating and rapidly growing sport where pilots control racing drones from a first-person perspective using specialized FPV goggles. The drones have powerful motors, lightweight frames, and high-quality cameras for low-latency video transmission in this sport. Pilots wear FPV goggles that provide a live video feed from the drone’s camera.

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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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AI generates video game levels and characters from text prompts

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A generative AI model based on small datasets was able to create maps and 2D character models for video games on demand

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Google AI Introduces WeatherBench 2: A Machine Learning Framework for Evaluating and Comparing Various Weather Forecasting Models

Marktechpost

Machine learning (ML) has been used increasingly in weather forecasting in recent years. Now that ML models can compete with operational physics-based models in terms of accuracy, there is hope that this progress may soon make it possible to enhance the precision of weather forecasts around the world. Open and reproducible evaluations of novel methods using objective and established metrics are crucial to achieving this goal.

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How to buy an AI solution the right way: 7 questions new customers should consider

Flipboard

Here's a high-level guide for evaluating an AI-based solution as a potential customer — an enterprise buyer scorecard, if you will.

AI 157
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Creating an Audio Classification Pipeline for Identifying Classical Music Composers

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Dmytro Iakubovskyi Originally published on Towards AI. A step-by-step guide for building the audio-based Machine Learning classification model for several top classical composers and making it live through Hugging Face This member-only story is on us. Upgrade to access all of Medium. Photo by Stefany Andrade on Unsplash While figuring out the authorship of the classic composed audio may seem an easy task for a trainer human practitio

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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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How to create your own personal deepfake

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"Hi, mom. Hi, dad." The face in the video was mine, and the voice was mine, too. But I hadn't spoken the words my parents heard.

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A Simple Hugging Face Guide to Chatting with the Llama-2 7B Model in a Colab Notebook

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Kris Ograbek Originally published on Towards AI. It’s easier than you think! This member-only story is on us. Upgrade to access all of Medium. Photo by Glib Albovsky on Unsplash If you’re into open-source LLMs, you see Llamas everywhere. At least I do ? So I’ve finally decided to play with Llama 2 by Meta — the most popular open-source Large Language Model (at the time of writing).

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Google's new use of generative AI could boost 'fuzzing,' a longtime cybersecurity defense tool - SiliconANGLE

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Google LLC's new application of generative AI to a tried-and-true cybersecurity method called fuzzing could help elevate it into the top tray of enterprises' defensive tool chests.

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Entity Recognition with LLM: A Complete Evaluation

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Patrick Meyer Originally published on Towards AI. NER Task with Spacy-LLM This member-only story is on us. Upgrade to access all of Medium. Photo by Alexander Grey on Unsplash Thanks to their size, large language models (LLMs) have acquired formidable language processing skills. With little or no examples, they are able to perform language processing operations such as classification, sentiment analysis, concept extraction, named ent

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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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The Guardian says it’s blocking OpenAI from building off its content

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The Guardian announced Friday that it will block artificial intelligence (AI) text generation program ChatGPT from accessing and using its content.

OpenAI 137
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Filters

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Bex T. Originally published on Towards AI. Transform and manipulate images at will with scikit-image This member-only story is on us. Upgrade to access all of Medium. Image by Midjourney We are here on a sad business. Very sad, indeed. We are here to learn how to take beautiful, breathtaking images and turn them into a bunch of ugly little numbers so that they are more presentable to all those soulless, mindless machines.

AI 116
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How to Digest 15 Billion Logs Per Day and Keep Big Queries Within 1 Second

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This article describes a large-scale data warehousing use case to provide reference for data engineers who are looking for log analytic solutions. It introduces the log processing architecture and real-case practice in data ingestion, storage, and queries.

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How to Survive in the World of AI? Is your job at risk?

Towards AI

Last Updated on September 2, 2023 by Editorial Team Author(s): Ashay Nayak Originally published on Towards AI. How to Survive in the World of AI? Is your job at risk? AI as a friend rather than an enemy!! Hi Reader!!! Is your job at risk? It’s a question that haunts a lot of workers, and I am not talking in the context of the recent layoffs. I am talking about the scenario where someone else is doing your job and doing it better than you, not a person, not a coworker, but a software.

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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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15 Quintessential TV Shows About Artificial Intelligence

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The following TV shows tell captivating stories while covering the positive and negative sides of artificial intelligence.

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Unlocking the Black Box: A Quantitative Law for Understanding Data Processing in Deep Neural Networks

Marktechpost

Artificial intelligence’s allure has long been shrouded in mystique, especially within the enigmatic realm of deep learning. These intricate neural networks, with their complex processes and hidden layers, have captivated researchers and practitioners while obscuring their inner workings. However, a recent breakthrough now promises to illuminate the path within this obscurity.

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Machine learning algorithm sets SHIB price for September 30, 2023

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The price performance of Shiba Inu (SHIB), a prominent meme coin, has exhibited a subdued trend in recent weeks within the cryptocurrency market.