Sat.Aug 26, 2023 - Fri.Sep 01, 2023

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Basic Tenets of Prompt Engineering in Generative AI

Analytics Vidhya

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

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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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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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Baidu deploys its ERNIE Bot generative AI to the public

AI News

Chinese tech giant Baidu has announced that its generative AI product ERNIE Bot is now open to the public through various app stores and its website. ERNIE Bot can generate text, images, and videos based on natural language inputs. It is powered by ERNIE (Enhanced Representation through Knowledge Integration), a powerful deep learning model. The first version of ERNIE was introduced and open-sourced in 2019 by researchers at Tsinghua University to demonstrate the natural language understanding c

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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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Building A Model From Scratch to Generate Text From Prompts

Analytics Vidhya

Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch

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The Top Free Speech-to-Text APIs, AI Models, and Open Source Engines

AssemblyAI

Choosing the best Speech-to-Text API , AI model, or open source engine to build with can be challenging. You’ll need to compare accuracy, model design, features, support options, documentation, security, and more. But what if you have a small project to complete? Or simply want to play around with an API or AI model or test an API before committing to building with one?

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How to Use AI to Talk to Whales—and Save Life on Earth

Flipboard

With ecosystems in crisis, engineers and scientists are teaming up to decipher what animals are saying. Their hope: By truly listening to nature, humans will decide to protect it.

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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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OpenAI’s ChatGPT Enterprise Focuses on Security, Scalability, and Customization

Unite.AI

OpenAI's ChatGPT has been making waves in the business world, and the recent launch of ChatGPT Enterprise stands as a testimony to its rising prominence. Boasting of enhanced features like enterprise-grade security, unlimited GPT-4 access, longer context windows, and a slew of customization options, ChatGPT Enterprise promises to be an all-in-one AI assistant for modern businesses.

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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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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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Visual artists fight back against AI companies for repurposing their work

Flipboard

NEW YORK (AP) — Kelly McKernan’s acrylic and watercolor paintings are bold and vibrant, often featuring feminine figures rendered in bright greens, blues, pinks and purples. The style, in the artist’s words, is “surreal, ethereal … dealing with discomfort in the human journey.

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Generative AI’s Shift From GPT-3.5 to GPT-4 Journey

Analytics Vidhya

Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP

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Automation Complacency: How to Put Humans Back in the Loop

Unite.AI

In a dramatic turn of events, Robotaxis, self-driving vehicles that pick up fares with no human operator, were recently unleashed in San Francisco. After a contentious 7-hour public hearing , the decision was driven home by the California Public Utilities commission. Despite protests, there’s a sense of inevitability in the air. California has been gradually loosening restrictions since early 2022.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Teaching with AI

OpenAI

We’re releasing a guide for teachers using ChatGPT in their classroom—including suggested prompts, an explanation of how ChatGPT works and its limitations, the efficacy of AI detectors, and bias.

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How to Prepare for a GenAI Future You Can’t Predict

Flipboard

Given the staggering pace of generative AI development, it’s no wonder that so many executives are tempted by the possibilities of AI, concerned about finding and retaining qualified workers, and humbled by recent market corrections or missed analyst expectations. They envision a future of work without nearly as many people as today. But this is a miscalculation.

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Google Watermarks AI-Generated Images to Shield Against Deepfakes

Analytics Vidhya

In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic

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Tanguy Chau, Co-Founder & CEO of Paxton AI – Interview Series

Unite.AI

Tanguy Chau, is the Co-Founder & CEO of Paxton AI , a platform that uses Generative AI to lighten the load of legal research and drafting, allowing legal teams to accomplish more with higher accuracy, in less time. You’ve invested in multiple AI startups in the past, what differentiates successful startups from average companies? In my experience, the most significant differentiators for successful AI startups are a clear and pressing problem they aim to address, a technically sound solution

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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ChatGPT Enterprise — To Go Where No LLM Has Gone Before

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI launches a business-oriented version of ChatGPT-4 This member-only story is on us. Upgrade to access all of Medium. image: Photo by Razvan Chisu on Unsplash | edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise.

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A new AI-generated map of the world’s trees and renewable energy projects could help fight climate change

Flipboard

A view showing the parts of the world covered by SATLAS using images from Sentinel-2 satellites. | Image: Allen Institute for AI A first-of-its-kind map of renewable energy projects and tree coverage around the world launched today, and it uses generative AI to essentially sharpen images taken from space. It’s all part of a new tool called Satlas from the Allen Institute for AI, founded by Microsoft co-founder Paul Allen.

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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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Lior Hakim, Co-founder & CTO of Hour One – Interview Series

Unite.AI

Lior Hakim, Co-founder and Chief Technical Officer of Hour One , an industry leader in crafting virtual humans for professional video communications. The lifelike virtual characters, modeled exclusively after real people, convey human-like expressiveness through text, empowering businesses to elevate their messaging with unmatched ease and scalability.

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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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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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A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data

Flipboard

As it turns out, it’s impossible to remove a user’s data from a trained A.I. model. Deleting the model entirely is also difficult—and there’s little regulation to enforce either option.

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Google Search in India Is Now AI-Powered | Learn How to Use It

Analytics Vidhya

Google has unleashed a game-changing innovation set to redefine how Indians and Japanese explore the vast realm of information. Building upon the immense capabilities of artificial intelligence (AI), Google’s newly introduced AI-powered search tool, known as the Search Generative Experience (SGE), is primed to elevate the search experience to unparalleled heights.

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TinyML: Applications, Limitations, and It’s Use in IoT & Edge Devices

Unite.AI

In the past few years, Artificial Intelligence (AI) and Machine Learning (ML) have witnessed a meteoric rise in popularity and applications, not only in the industry but also in academia. However, today's ML and AI models have one major limitation: they require an immense amount of computing and processing power to achieve the desired results and accuracy.

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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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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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A New Facebook Setting Tells Meta Not to Use Your Data for AI

Flipboard

Need a place to shout into the void about AI? There's a new form for you to fill out. Meta, the maker of Facebook and Instagram, introduced a new form that lets you ask, pretty please, for the company not to use your data to train its AI models. Sort of.

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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.