Wed.Jun 21, 2023

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Time-Series Forecasting Using Attention Mechanism

Analytics Vidhya

Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning. Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge. In recent years, attention mechanisms have emerged as a powerful tool for improving the performance of time-series forecasting models.

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What Is the Law of Accelerating Returns? Will It Lead Us to AGI?

Unite.AI

In a recent interview when asked when he expects to see the advent of Artificial General Intelligence (AGI), Elon Musk replied “3 to 6 years” Google's DeepMind CEO Demis Hassabis now believes AGI is “ a few years, maybe within a decade away” as stated at the The Wall Street Journal’s Future of Everything Festival. These numbers are considered to be optimistic compared to most AI industry pundits who believe that AGI is often a decade, if not a century away.

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Machine Learning Unlocks Insights For Stress Detection

Analytics Vidhya

Introduction Stress is a natural response of the body and mind to a demanding or challenging situation. It is the body’s way of reacting to external pressures or internal thoughts and feelings. Stress can be triggered by a variety of factors, such as work-related pressure, financial difficulties, relationship problems, health issues, or major life events. […] The post Machine Learning Unlocks Insights For Stress Detection appeared first on Analytics Vidhya.

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Natural Language Processing (NLP): Unlocking Inclusivity and Equitable Futures in Capital Infrastructure Planning

Unite.AI

The United States is on the brink of a transformative civil construction boom, thanks to the recently passed Infrastructure Investments and Jobs Act (IJJA), which dedicates $1.2 trillion to vital infrastructure projects. The sheer amount of capital involved makes this a huge undertaking, with each construction project coordinated by public and private partnerships at a local and federal level.

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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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DeepMind’s AI Master Gamer: Learns 26 Games in 2 Hours

Analytics Vidhya

Reinforcement learning, a core research area of Google DeepMind, holds immense potential for solving real-world problems using AI. However, its training data and computing power inefficiency has posed significant challenges. DeepMind, in collaboration with researchers from Mila and Université de Montréal, has introduced an AI agent that defies these limitations.

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Designing Electric Cars Just Got Faster with Toyota’s AI

Analytics Vidhya

The Toyota Research Institute (TRI) has made an announcement in the world of vehicle design. They have unveiled a revolutionary generative artificial intelligence (AI) technique to transform how Electric Vehicles (EVs) are designed. With this new technology, Toyota aims to overcome the constraints that often hinder the manual development of EV designs.

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Tesla Dojo supercomputer is finally coming next month

Flipboard

Tesla says its long-awaited Dojo supercomputer, which is supposed to bring its self-driving effort to a new level, is finally going into production next month. more… The post Tesla Dojo supercomputer is finally coming next month appeared first on Electrek.

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Transforming PDFs: Summarizing Information with Transformers in Python

Analytics Vidhya

Introduction Transformers are revolutionizing natural language processing, providing accurate text representations by capturing word relationships. Extracting critical information from PDFs is vital today, and transformers offer an efficient solution for automating PDF summarization. The adaptability of transformers makes these models invaluable for handling various document formats.

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10 Best Data Recovery Tools for Windows 10 & 11 (June 2023)

Unite.AI

In the digital age, data is everything. From precious family photos and important work documents to favorite music and movies, our lives are increasingly stored on various devices. A system crash, accidental deletion, or a malicious virus can make your valuable data disappear in an instant. That's where data recovery tools come in. These software applications are designed to delve into your storage devices and retrieve what's been lost.

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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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No More Cheating! Sapia.ai Catches AI-Generated Answers in Real-Time!

Analytics Vidhya

In an exciting breakthrough, Sapia.ai, has unveiled a new feature that can identify and flag responses created by generative AI models, such as ChatGPT, in real time. Sapia.ai is the world’s leading smart chat platform driven by deep-learning AI. This pioneering capability sets Sapia.ai apart from its competitors, providing a significant advantage in the realm […] The post No More Cheating!

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This startup gives your speech a new 'human-realistic' AI voice — for free

Flipboard

From virtual assistants to voiceovers for audiobooks, AI voice generation has emerged as a rapidly growing field — and it’s no wonder that companies are rushing to tap into the technology’s potential. Among them is Valencia-based Voicemod.

AI 149
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Evaluation: Plan ahead, details matter, keep it simple, pilot, be careful

Ehud Reiter

A PhD student recently asked me for some advice about evaluation, he was looking for something shorter than a 20-page “best practices” paper. I tried to help, but afterwards asked myself if I could give useful advice in just 10 words. I came up with “Plan ahead, details matter, keep it simple, pilot, be careful” I appreciate this is very high level and more about process than about details of evaluation protocols, but I think there is something useful here.

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The Getting Started with AI Stack for JavaScript

Flipboard

It’s hard to understand new software infrastructure technologies without using them. At least, that’s what the a16z infrastructure team has found— and because so many of us started our careers as programmers, we’re often learning by doing. This has particularly … The post The Getting Started with AI Stack for JavaScript appeared first on Andreessen Horowitz.

AI 142
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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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Deepmind Researchers Open-Source TAPIR: A New AI Model for Tracking Any Point (TAP) that Effectively Tracks a Query Point in a Video Sequence

Marktechpost

Computer vision is one of the most popular fields of Artificial Intelligence. The models developed using computer vision are able to derive meaningful information from different types of media, be it digital images, videos, or any other visual inputs. It teaches machines how to perceive and understand visual information and then act upon the details.

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AI Will Eat Itself? This AI Paper Introduces A Phenomenon Called Model Collapse That Refers To A Degenerative Learning Process Where Models Start Forgetting Improbable Events Over Time

Flipboard

Using stable diffusion, pictures could be made from just words. GPT-2, GPT-3(.5), and GPT-4 performed amazingly on many language challenges. The public was first exposed to these types of language models through ChatGPT. Large language models (LLMs) have established themselves as a permanent fixture and are expected to alter the entire online text and imagery ecosystem drastically.

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ChatGPT Duped Into Offering Free Windows 10, Windows 11 Keys

Extreme Tech

It's the second time someone has squeezed working Windows code out of a chatbot—but this one's far more useful.

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AI: Chatbots replace journalists

Flipboard

German tabloid Bild, Europe's top-selling newspaper, has told hundreds of editors they will be replaced by AI. Will chatbots sound the death knell for human-made media content?

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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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SwiftSage: Building AI Agents for Complex Interactive Tasks via Fast and Slow Thinking with LLMs

Allen AI

Background Large language models (LLMs) like GPT-4 have revolutionized the field of AI by demonstrating exceptional performance in various reasoning tasks. However, the majority of this research has been limited to static environments, such as solving math problems or answering factoid questions. This raises the question: can LLMs be used for complex interactive tasks in the real, physical world?

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‘A moment of revolution’: Schumer unveils strategy to regulate AI amid dire warnings

Flipboard

The Senate majority leader released his long-awaited framework for regulating artificial intelligence and said he would launch a series of AI forums this fall featuring a range of experts.

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Responsible AI at Google Research: AI for Social Good

Google Research AI blog

Posted by Jimmy Tobin and Katrin Tomanek, Software Engineers, Google Research, AI for Social Good Google’s AI for Social Good team consists of researchers, engineers, volunteers, and others with a shared focus on positive social impact. Our mission is to demonstrate AI’s societal benefit by enabling real-world value, with projects spanning work in public health , accessibility , crisis response , climate and energy, and nature and society.

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GPT-5: Release date, rumors, and features we expect from ChatGPT 5

Flipboard

Over half a year has passed since ChatGPT first blew us away with its impressive natural language capabilities. A lot has changed since then, from Google releasing its own Bard AI chatbot to Microsoft investing a staggering $10 billion in ChatGPT’s creator OpenAI.

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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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Top 25 Highest Paying Jobs in the World-2023

Great Learning

Introduction Money may not buy happiness, but it certainly does make life easier. If you’re looking to boost your earning potential and secure a financially comfortable future, you’re in the right place. In this blog post, we’re going to take a deep dive into the top 25 highest paying jobs in the world as we … Top 25 Highest Paying Jobs in the World-2023 Read More » The post Top 25 Highest Paying Jobs in the World-2023 appeared first on Great Learning Blog: Free Resources

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97 Interesting Charts People Shared On This Group That Might Change Your Perspective On Things (New Pics)

Flipboard

From global or internet trends to societal issues, this community covers it all in easy-to-understand visualizations that effectively convey otherwise complex information.

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Exploring using YOLOv8n with PyTorch Mobile (Android)

Mlearning.ai

Background Given the previous experience on using YOLOv8 on Android through converting it from ONNX exported => Tensroflow => Tensorflow Lite (plus the realization on ditching tflite support object detection API and use plaint interpretor), there are following items that I am wondering if directly using PyTorch mobile would be a better option.

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ChatGPT, Bard, or Bing? 40K People Voted for the Best Generative AI Model

Flipboard

In UC Berkeley's 'Chatbot Arena,' anyone can join a live competition created to blind-compare responses from ChatGPT, Google Bard, Anthropic, and other AI models. Here's the current leader.

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

Marktechpost

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

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Making Predictions: A Beginner’s Guide to Linear Regression in Python

Flipboard

Learn everything about the most popular Machine Learning algorithm, Linear Regression, with its Mathematical Intuition and Python implementation.

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Launching our LangChain & Vector DBs in Production course — 50+ lessons & practical projects for free

Towards AI

Last Updated on June 21, 2023 by Editorial Team We’re thrilled to announce an exciting collaboration between Towards AI, Activeloop, and the Intel Disruptor Initiative. We are launching the Foundational Model Certification course, an educational journey for the next generation of AI professionals and enthusiasts. Consistent with our commitment at Towards AI, this course aims to empower AI enthusiasts with advanced tools and resources, paving the path to create impactful AI solutions.