Fri.Nov 24, 2023

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Finding a Purple Swan with Predictive Analytics

insideBIGDATA

In this contributed article, Vijay Veerra, Principal Consultant of Business Solutions and Research with Altimetrik, discusses the power of predictive analytics in identifying "purple swans" and their potential impact on businesses. Purple swan refers to a rare yet foreseeable event that offers unparalleled rewards. This article explores how companies can use predictive analytics to spot these events on the horizon, set their course accordingly, and sail toward a promising future.

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Monitor Data & Model in Airline Ops with Evidently & Streamlit in Production

Analytics Vidhya

Introduction Have you experienced the frustration of a well-performing model in training and evaluation performing worse in the production environment? It’s a common challenge faced in the production phase, and that is where Evidently.ai, a fantastic open-source tool, comes into play to make our ML model observable and easy to monitor. This guide will cover […] The post Monitor Data & Model in Airline Ops with Evidently & Streamlit in Production appeared first on Analytics

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Emerging Tools and Frameworks in AI: A Comparative Analysis

insideBIGDATA

In this contributed article, graphic designer and content writer, Erika Ballo delves into some emerging tools and frameworks in AI, comparing their strengths, usability, and ideal use cases.

AI 273
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Enhancing Customer Support Efficiency Through Automated Ticket Triage 

Analytics Vidhya

Introduction In the fast-paced world of customer support efficiency and responsiveness are paramount. Leveraging Large Language Models (LLMs) such as OpenAI’s GPT-3.5 for project optimization in customer support introduces a unique perspective. This article explores the application of LLMs in automating ticket triage, providing a seamless and efficient solution for customer support teams.

Analytics 265
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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It turns out you can create an AI model and make thousands of dollars monthly

Dataconomy

Buckle up because we’re diving into the fascinating universe of Aitana, the Spanish AI model reshaping the landscape of the modeling industry. In the heart of Barcelona, where the rhythm of innovation dances alongside the beat of creativity, there’s a 25-year-old influencer turning the digital world on its head. Picture this: a pink-haired dynamo named Aitana López, a sensation with over 121,000 followers on Instagram, receiving DMs from real-world celebrities.

AI 199
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Beyond Q-Star: OpenAI’s AGI breakthrough possible with PPO

Analytics Vidhya

Artificial General Intelligence (AGI) captivates the AI realm, symbolizing systems surpassing human capabilities. OpenAI, a pivotal AGI researcher, recently transitioned from Q* to focus on Proximal Policy Optimization (PPO). This shift signifies PPO’s prominence as OpenAI’s enduring favorite, echoing Peter Welinder’s anticipation: “Everyone reading up on Q-learning, Just wait until they hear about PPO.” In […] The post Beyond Q-Star: OpenAI’s AGI breakt

Analytics 298

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Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

Analytics Vidhya

Introduction Convolutional Neural Networks (CNNs) have been key players in understanding images and patterns, transforming the landscape of deep learning. The journey began with Yan introducing the LeNet architecture, and today, we have a range of CNNs to choose from. Traditionally, these networks heavily depended on fully connected layers, especially when sorting things into different […] The post Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers appeared first on

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The Feds' Vehicle 'Kill Switch' Mandate Is a Gross Violation of Privacy

Hacker News

Over the last century, the Land of the Free has slowly transformed into a land governed by endless laws, largely by cracking down on vices instead of actual crimes, creating a society that would render us all criminals if our behavior were constantly observed. Meanwhile, the state has steadily expanded its use of mass surveillance, largely under the pretext of fighting “terror.

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Google’s BARD can now ‘Watch and Answer Questions’ about YouTube Videos

Analytics Vidhya

Are you tired of browsing through endless YouTube videos to find the answers you need? Google’s Bard AI has rolled out a feature that’s set to revolutionise how we interact with video content. With the ability to watch and summarise YouTube videos, Bard AI is not just enhancing user experience but also redefining video content […] The post Google’s BARD can now ‘Watch and Answer Questions’ about YouTube Videos appeared first on Analytics Vidhya.

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Eleven strategies for making reproducible research the norm

Hacker News

Researchers and administrators can integrate reproducible research and open science practices into daily practice at their research institutions by adapting research assessment criteria and program requirements, offering training, and building communities.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Can GenAI Do Strategy?

Flipboard

This article presents a classroom experiment that compared a strategy developed by a team of MBA students in the traditional way with one developed using a virtual AI assistant, which was an interactive tool that linked a tried-and-tested strategy toolkit as a plug-in to the generative AI underlying Chat GPT. The results of the two independent processes were largely similar, with the AI-assisted strategy being, if anything, more original.

AI 181
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Texas officials warn of rolling blackouts to ease strain on power grid

Hacker News

The Electric Reliability Council of Texas warned it may use rolling blackouts to ease the strain on the state's power grid this winter as in February 2021 when over 200 people perished in the cold snap.

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New technique can accelerate language models by 300x

Flipboard

Researchers at ETH Zurich have developed a new technique that can significantly boost the speed of neural networks. They’ve demonstrated that altering the inference process can drastically cut down the computational requirements of these networks.

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Grid operator to interfere in Finnish electricity market after bidding error

Hacker News

Finnish transmission system operator Fingrid intends to take measures to balance electricity production and consumption, it said on Thursday, after a bidding error sent Finnish power prices nosediving earlier in the day.

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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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How OpenAI's origins explain the Sam Altman drama

Flipboard

OpenAI's board of directors' abruptly firing CEO Sam Altman then bringing him back days later did not come out of nowhere. In fact, the boardroom drama represented the boiling over of tensions that have long simmered under the surface of the company.

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Making Games in Go for Absolute Beginners

Hacker News

Here’s a rant I often see in developer communities: I used to love programming because I like building stuff. But my full-time job killed my passion. I spend more time in meetings, fighting over deadlines, and arguing in reviews than working with code. Am I burned out? Is there hope, or do I need a new hobby? Sounds familiar? No wonder we keep looking forward to using a new framework or database — we’re bored.

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AI’s Spicy-Mayo Problem

Flipboard

A chatbot that can’t say anything controversial isn’t worth much. Bring on the uncensored models. One day in July, a developer who goes by the handle Teknium asked an AI chatbot how to make mayonnaise. Not just any mayo—he wanted a “dangerously spicy” recipe. The chatbot, however, politely declined.

AI 177
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Kepler, Nvidia's Strong Start on 28 nm

Hacker News

Nvidia's Fermi architecture was ambitious and innovative, offering advances in GPU compute along with features like high tessellation performance. However Terascale 2's more traditional approach delivered better power efficiency. Fermi's GTX 500 series refresh narrowed the efficiency gap, but then AMD hit back with the GCN architecture on 28 nm.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Anthropic slashes AI pricing amid rising competition

Flipboard

For enterprise companies exploring opportunities in conversational artificial intelligence (AI), a new development promises greater access and affordability. Anthropic, a leading AI model lab, today dropped the per-token pricing of its conversational model Claude 2.

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Optical Computing with Plasma [video]

Hacker News

The Stanford University PhD Defense of Jesse A Rodriguez, recorded July 6, 2023. Gives an explanation of the endeavor to create self-optimizing plasma optica.

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California examines benefits, risks of using artificial intelligence in state government

Flipboard

Artificial intelligence that can generate text, images and other content could help improve state programs but also poses risks, according to a report released by the governor’s office on Tuesday.

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Topo magazine uses comics to tell the news to French teens

Hacker News

"I don't want to make ‘positive news.' At the same time, we have a real responsibility toward our young readers to not completely depress them.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Criminals are using AI tools like ChatGPT to con shoppers. Here's how to spot scams.

Flipboard

Cybercriminals tend to pounce on shoppers around the holidays, posing as retailers offering deep discounts in order to capture consumers' spending on …

AI 181
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Demystifying Web Push Notifications

Hacker News

For my recent One Day Build: Expense Tracking project I wanted to enable notifications in a progressive web app. ChatGPT struggled to generate any good code for me, and I also struggled to find any minimal clear explanations online.

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Using IBM Turbonomic for monitoring Cloud Pak for Data

IBM Data Science in Practice

Part 2: Advanced report-based monitoring Overview In part 1 of the article, we introduce some basic UI navigation to show the built-in metrics. We share our experience with IBM Turbonomic in Cloud Pak for Data (CP4D) environments. Our experience focuses on using monitoring capabilities to help our development teams to analyze resource usage and identify performance and resource optimizations.

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Cash Cows

Hacker News

He was born, farmed, and died at Dishley, much like his father before him. But Robert Bakewell, unlike most people, caught the improving mentality, or attitude — the one thing all inventors, both then and now, have in common — which had him viewing everything around him in terms of its capacity for betterment. The improving mentality was a reframing the status quo as a problem to solve.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Fabricating an artificial emergency isn’t intelligent

Flipboard

President Joe Biden’s recent executive order on artificial intelligence abuses a 1950 war powers law called the Defense Production Act meant to avoid …

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Napoleon: Two Centuries of Life After Death

Hacker News

Revolutionary soldier or tyrannical emperor? The question is as pertinent now as when Napoleon Bonaparte died in exile on remote Saint Helena in 1821.

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Step into this pod that uses AI to diagnose and treat you in minutes

Flipboard

Imagine walking into a futuristic pod and getting a full-body scan, a blood test and a personalized health plan in minutes. That's about to become a reality if a company called Forward has its way. It just launched its flagship product, CarePod, which it claims is the world’s first AI doctor’s office.

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The Bond villain compliance strategy

Hacker News

Jurisdictional gamesmanship is a common strategy for crypto businesses. Here is how it worked out for Binance and its CEO. Spoiler: poorly.

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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.