Tue.Jun 06, 2023

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AutoGPT: Everything You Need To Know About This NLP-Based Autonomous AI Agent

Unite.AI

The emergence of AutoGPT – a groundbreaking open-source application developed using the state-of-the-art GPT-3.5 & GPT-4 large language models (LLMs), has generated significant excitement within the Artificial Intelligence (AI) community. AutoGPT is an advanced autonomous AI agent developed by Toran Bruce Richards , designed to generate prompts for the underlying language model to execute tasks automatically without human intervention based on a predefined goal.

NLP 355
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Mastering LLMs: A Comprehensive Guide to Efficient Prompting

Analytics Vidhya

Introduction Language models are transforming the way we interact with technology. They power virtual assistants, chatbots, AI systems, and other applications, allowing us to communicate with them in natural language. However, interacting with these language models can be challenging, especially when they fail to provide the desired response. One can use a few tips and […] The post Mastering LLMs: A Comprehensive Guide to Efficient Prompting appeared first on Analytics Vidhya.

Chatbots 323
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Mohammad Omar, Co-Founder & CEO of LXT – Interview Series

Unite.AI

Mohammad Omar is the Co-Founder & CEO of LXT , an emerging leader in AI training data to power intelligent technology for global organizations, including the largest technology companies in the world. In partnership with an international network of contributors, LXT collects and annotates data across multiple modalities with the speed, scale, and agility required by the enterprise.

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Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT

Analytics Vidhya

Introduction Social media has become a part of our daily life in today’s modern digital era. It provides us with a platform to express our thoughts and opinions. However, it also has its darker side and that is the widespread of fake and hate content. Some people might use social media to spread false information. […] The post Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT appeared first on Analytics Vidhya.

BERT 296
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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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AI Task Force adviser: AI will threaten humans in two years

AI News

An artificial intelligence task force adviser to the UK prime minister has a stark warning: AI will threaten humans in two years. The adviser, Matt Clifford, said in an interview with TalkTV that humans have a narrow window of two years to control and regulate AI before it becomes too powerful. “The near-term risks are actually pretty scary. You can use AI today to create new recipes for bioweapons or to launch large-scale cyber attacks,” said Clifford.

Big Data 240

More Trending

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The Unveiling of Apple’s Vision Pro: A Revolutionary Leap Forward in Augmented Reality

Unite.AI

In a trailblazing move, Apple has taken the wraps off its latest innovative product, the Vision Pro, marking its grand entry into the immersive world of augmented reality (AR) and virtual reality (VR). Much has been said about Apple's Vision Pro since its announcement, and the buzz is high about its potential to change the face of the AR and VR landscape.

AI 240
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WWDC Highlights: Apple’s Practical A.I. Solutions Revealed

Analytics Vidhya

Apple’s annual Worldwide Developers Conference (WWDC) commenced on 5th June 2023. During the first day of the conference, Apple showcased its dedication to state-of-the-art artificial intelligence (AI) and machine learning (ML). While competitors like Microsoft, Google, & OpenAI have been making waves with advanced ML technologies, Apple is perceived to lag behind.

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ACL vs TACL Reviewing

Ehud Reiter

As I have said before , I think journals do a much better job than conferences at reviewing papers. This year I got a good perspective on this issue, because I was both an Action editor at TACL ( Transactions of the ACL ), which is a leading NLP journal; and a Senior Area Chair for the ACL conference , which is a leading NLP conference. The experience reinforced my belief that reviewing is better at journals, and I summarise some of my observations below.

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Topic Modeling with ML Techniques

Analytics Vidhya

Introduction Topic modeling is a method to use and identify the themes that exist in large sets of data. It’s a kind of unsupervised learning technique where the model tries to predict the presence of underlying topics without ground truth labels. It is helpful in a wide range of industries, including healthcare, finance, and marketing, […] The post Topic Modeling with ML Techniques appeared first on Analytics Vidhya.

ML 291
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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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Why AI Will Save the World

Flipboard

The era of Artificial Intelligence is here, and boy are people freaking out. Fortunately, I am here to bring the good news: AI will not destroy the world, and in fact may save it. First, a short description of what … The post Why AI Will Save the World appeared first on Andreessen Horowitz.

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Vision Transformers (ViT): Revolutionizing Computer Vision

Analytics Vidhya

Introduction Vision Transformers (ViT) have emerged as a revolutionary approach in the field of computer vision. It has lead to revolutionise and transform the way we perceive and analyze visual data. Traditionally, Convolutional Neural Networks (CNNs) have been the go-to models for visual tasks, but ViTs offer a novel alternative. By leveraging the self-attention mechanisms […] The post Vision Transformers (ViT): Revolutionizing Computer Vision appeared first on Analytics Vidhya.

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McKinsey says ‘about half’ of its employees are using generative AI

Flipboard

McKinsey and Company, the global consulting firm with more than 30,000 employees across 67 countries, is embracing new generative AI tools in a major way: nearly 50 percent of the firm’s workforce is using ChatGPT and similar technology.

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What are Functions of DBMS?

Analytics Vidhya

Database Management Systems (DBMS) are indispensable in today’s data-driven world. They serve as the backbone of information management by enabling efficient storage, retrieval, manipulation, and organization of vast amounts of data. Beyond data storage, DBMS performs crucial functions such as data definition, manipulation, administration, and security.

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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 Prompt Engineering Isn’t the Future

Flipboard

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

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AI Takes the Lead in Prenatal Care: Predicting Fetal Heart Rate with Precision

Analytics Vidhya

Researchers have recently made groundbreaking progress in the field of machine learning (ML) by developing methods that accurately identify predictors associated with fetal heart rate changes in pregnant patients undergoing neuraxial analgesia. This revolutionary study, published in BMC Pregnancy and Childbirth, sheds light on the importance of using ML algorithms to predict and manage potential […] The post AI Takes the Lead in Prenatal Care: Predicting Fetal Heart Rate with Precision app

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AlphaDev discovers faster sorting algorithms

DeepMind

In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades.

Algorithm 141
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Breaking News: Massive Protest Erupts Across Stack Overflow and Stack Exchange Network

Analytics Vidhya

On June 5th, 2023, a wave of frustration and discontent swept through the Stack Overflow and Stack Exchange communities as moderators, curators, contributors, and users united in a historic general moderation strike. This strike is a bold statement against recent and forthcoming changes implemented by Stack Exchange, Inc. These changes have sparked outrage and concern […] The post Breaking News: Massive Protest Erupts Across Stack Overflow and Stack Exchange Network appeared first on Analy

AI 270
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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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50+ New Cutting-Edge AI Tools (2023)

Flipboard

AI tools are rapidly increasing in development, with new ones being introduced regularly. Check out some AI tools below that can enhance your daily routines. tl;dv Powered by the GPT model, this tool is a meeting recorder for Zoom and Google Meet. tl;dv transcribes and summarizes the calls for the user. Otter AI Using artificial intelligence, Otter.AI empowers users with real-time transcriptions of meeting notes that are shareable, searchable, accessible, and secure Taskade Taskade is an AI prod

AI Tools 133
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Optimizing Portfolios with the Mean Variance Method in Python

Analytics Vidhya

Introduction While investing in equity markets (stock markets), we often diversify our investments in different stocks to maximize our returns. When investing in multiple stocks, determining the optimal allocation of funds to each stock to minimize risk and maximize returns can be challenging. However, with the help of the portfolio optimization method, we can overcome […] The post Optimizing Portfolios with the Mean Variance Method in Python appeared first on Analytics Vidhya.

Python 268
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A.I. doomers are a ‘cult’ — here’s the real threat, according to Marc Andreessen

Flipboard

On Tuesday, venture capitalist Marc Andreessen published a nearly 7,000-word post on his views about artificial intelligence and the risks it poses.

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Researchers Develop Pill Camera That Can Be ‘Driven’ Around the GI Tract

Extreme Tech

It's the first device to offer real-time internal visibility that can be controlled, rather than relying on digestive processes to move the camera around.

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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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‘What should the limits be?’ The father of ChatGPT on whether AI will save humanity – or destroy it

Flipboard

Sam Altman is among the most vocal supporters of artificial intelligence, but is also leading calls to regulate it. He outlines his vision of a very uncertain future When I meet Sam Altman, the chief executive of AI research laboratory OpenAI, he is in the middle of a world tour.

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Meet CREATOR: A Novel AI Framework That Empowers LLMs To Create Their Own Tools Through Documentation And Code Realization

Marktechpost

Large language models (LLMs) have made significant strides in recent years, such as GPT-3, Codex, PaLM, LLaMA, ChatGPT, and the more current GPT4. The potential of LLMs is being pushed closer and closer toward Artificial General Intelligence thanks to these models’ outstanding performance in in-context learning, code generation, and various other NLP tasks.

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Generative AI is coming for bond trading, but a massive hurdle still stands in the way of digitization of the market

Flipboard

Corporate bond trading has entered its ChatGPT era. LTX, a corporate bond trading platform owned by Broadridge, Wall Street's omnipresent behind-the-scenes provider, launched a chatbot specifically geared toward answering bond-related questions.

Chatbots 123
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Augmenting recommendation systems with LLMs

TensorFlow

Posted by Wei Wei, Developer Advocate Large language models (LLMs) are taking the world by storm, thanks to their powerful ability to generate text, translate languages, and answer questions in a coherent and informative way. At Google I/O 2023, we released the PaLM API as ‘public preview’ so that many developers can start building apps with it. While PaLM API already has excellent documentation on its extensive usage and best practices , in this blog we are going to take a more focused approach

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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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For better or worse, Apple is avoiding the AI hype train

Flipboard

At this year’s WWDC, the iPhone maker shunned references to ‘AI’ in favor of the more sedate ‘machine learning.’ But for how long will this caution be beneficial? Five minutes into Google’s I/O conference in May, Verge staffers started taking bets on how many times “AI” would be mentioned onstage.

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Salesforce AI Research Introduces CodeTF: A One-Stop Transformer Library For Code Large Language Models (CodeLLM)

Marktechpost

Over the past few years, AI has caused seismic shifts in the software engineering industry. Basic source code analysis is at the heart of the machine learning-based methodologies that have traditionally been used for code intelligence jobs in software engineering. These activities aim to enhance the source code’s quality and maintainability by better comprehending, analyzing, and altering it.

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AI has brought back 15 languages people haven’t heard for centuries. Here's what they sound like.

Flipboard

The folks at Equator AI have created a captivating video featuring 15 CGI people from ancient times speaking languages that haven't been heard for centuries. Now, you can learn what the Hittites sounded like and hear how English has evolved over the past 1500 years.

AI 123