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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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 309
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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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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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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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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.

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PHP 8.3

Hacker News

PHP 8.3 is a major update of the PHP language. It contains many new features, such as explicit typing of class constants, deep-cloning of readonly properties and additions to the randomness functionality. As always it also includes performance improvements, bug fixes, and general cleanup.

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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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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 279
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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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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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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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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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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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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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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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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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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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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.

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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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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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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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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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Monetizing Analytics Features

Think your customers will pay more for data visualizations in your application? Five years ago, they may have. But today, dashboards and visualizations have become table stakes. Turning analytics into a source of revenue means integrating advanced features in unique, hard-to-steal ways. Download this white paper to discover which features will differentiate your application and maximize the ROI of your analytics.