Tue.Jul 16, 2024

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AI Appreciation Day

insideBIGDATA

Artificial Intelligence Appreciation Day is celebrated on July 16 each year. With discoveries in science, tech, and healthcare, AI offers the possibility of a more evolved future. AI tools already dominate the market making human life much easier. n this special round-up, we've collected a number of commentaries from our friends in the AI industry ecosystem.

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How ChatGPT is Changing the Face of Programming

KDnuggets

Empowering Developers and Transforming Programming Practices

professionals

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Women in Networking at SC24: SCinet Chair Angie Asmus

insideBIGDATA

The Women in Networking at SC, or WINS, program was created to celebrate and expand the opportunities for early- to mid-career women to participate in advancing technology through SCinet, the world’s fastest, most powerful temporary computer network. SCinet is constructed and deconstructed on location annually for the SC conference.

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Describing Data: A Statology Primer

KDnuggets

This collection of tutorials on describing data comes from our sister site Statology.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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What is Tensor: Key Concepts, Properties, and Uses in Machine Learning

Analytics Vidhya

Introduction Assume you are engaged in a challenging project, like simulating real-world phenomena or developing an advanced neural network to forecast weather patterns. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.

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A Beginner’s Guide to PyTorch

KDnuggets

learn one of the most important Python packages to improve your career.

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MIT-trained neurosurgeon quit his job at 38 to move to the woods

Cassie Kozyrkov

Should you be inspired by his story?

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What is an Algorithm of Thoughts (AoT) and How does it Work?

Analytics Vidhya

Introduction A new paradigm in the rapidly developing field of artificial intelligence holds the potential to completely transform the way we work with and utilize language models. The Algorithm of Thoughts (AoT) is a novel method to prompt engineering that blends the adaptability of algorithmic problem-solving with the strength of structured thought.

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After 12 Years of Reviewing Restaurants, I'm Leaving the Table

Hacker News

Pete Wells is moving on from his role as the Times restaurant critic, a job with many rewards and maybe too many courses.

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Ultimate LangSmith Guide for 2024

Analytics Vidhya

Introduction Imagine you’re on the brink of developing the next big breakthrough in AI technology, like a state-of-the-art chatbot or an advanced recommendation system. However, the journey from a brilliant prototype to a fully operational, reliable application is filled with hurdles. Enter LangSmith, the game-changer that simplifies this transition.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Why planetary problems need a new approach to politics Essays

Hacker News

Nation-states are no longer fit for purpose to create a habitable future for humans and nature. Which political system is?

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What is Monte Carlo Simulation in Excel?

Analytics Vidhya

Introduction Imagine being able to predict the future with a roll of the dice—sounds intriguing, right? Welcome to the world of Monte Carlo simulation! Inspired by the chance and excitement of the Monte Carlo Casino in Monaco, this powerful statistical method transforms the uncertainty of life into a tool for making informed decisions. Running countless […] The post What is Monte Carlo Simulation in Excel?

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Puerto Rico files $1 billion suit against fossil fuel companies

Hacker News

An aerial view of the flooded neighborhood of Juana Matos in the aftermath of Hurricane Maria in Cataño, Puerto Rico, on Friday, September 22nd, 2017. | Photo: Getty Images Puerto Rico filed suit against fossil fuel companies this week, alleging that the oil and gas giants have misled the public about climate change and delayed a transition to clean energy.

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Exploring OpenCV’s Contour Function: A Deep Dive into Image Processing

Analytics Vidhya

Introduction OpenCV’s contour function is a fundamental feature in computer vision that allows for the detection and analysis of the shapes and boundaries of objects within an image. By defining contours as curves connecting continuous points along a boundary with the same color or intensity, this function enables various applications, from object detection to shape […] The post Exploring OpenCV’s Contour Function: A Deep Dive into Image Processing appeared first on Analytics Vidhya.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Private Browsing 2.0

Hacker News

When we invented Private Browsing back in 2005, our aim was to provide users with an easy way to keep their browsing private from anyone who shared the same device.

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More or Less: Difficulty Getting Into Your College During the Past Two Decades

FlowingData

It’s gotten more difficult to get into top colleges over the years, but most schools have either admitted students at the same rate or increased admission rates since 2001. Using data from the National Center for Education Statistics, see how your school changed.

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Mystery as 4k-year-old axe-heads sent to museum

Hacker News

The Bronze Age artefacts arrived at a museum packed in foam and accompanied by an anonymous note.

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Towards Automated Accessibility Report Generation for Mobile Apps

Machine Learning Research at Apple

Many apps have basic accessibility issues, like missing labels or low contrast. Automated tools can help app developers catch basic issues, but can be laborious to run or require writing dedicated tests. In this work, we developed a system to generate accessibility reports from mobile apps through a collaborative process with accessibility stakeholders at Apple.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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The Nash Equilibrium Is the Optimal Poker Strategy. Expert Players Don’t Always Use It

Hacker News

Poker players can now employ AI to find the optimal playing strategy, but they often don’t use it.

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Improving GFlowNets for Text-to-Image Diffusion Alignment

Machine Learning Research at Apple

This paper was accepted at the Foundation Models in the Wild workshop at ICML 2024. Diffusion models have become the de-facto approach for generating visual data, which are trained to match the distribution of the training dataset. In addition, we also want to control generation to fulfill desired properties such as alignment to a text description, which can be specified with a black-box reward function.

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Startups building balloons to hoist tourists 100k feet into the stratosphere

Hacker News

A single trip would last about 6 hours and ticket prices range from $50,000 to around $184,000 per seat.

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Projected Language Models: A Large Model Pre-Segmented Into Smaller Ones

Machine Learning Research at Apple

This paper has been accepted at the Foundation Models in the Wild workshop at ICML 2024. Large language models are versatile tools but are not suitable for small inference budgets. Small models have more efficient inference but their lower capacity means that their performance can be good only if one limits their scope to a specialized domain. This paper explores how to get a small language model with good specialized accuracy, even when specialization data is unknown during pretraining.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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The Kimchi Masters of South Korea Can Teach You a Thing or Two

Hacker News

A former pop-singer, a YouTuber and a pioneering C.E.O. are among the select five given a special government designation. And they’re sharing advice for home cooks.

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PINE: Efficient Norm-Bound Verification for Secret-Shared Vectors

Machine Learning Research at Apple

Secure aggregation of high-dimensional vectors is a fundamental primitive in federated statistics and learning. A two-server system such as PRIO allows for scalable aggregation of secret-shared vectors. Adversarial clients might try to manipulate the aggregate, so it is important to ensure that each (secret-shared) contribution is well-formed. In this work, we focus on the important and well-studied goal of ensuring that each contribution vector has bounded Euclidean norm.

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The Last Avant-Garde

Hacker News

Alexander Billet reviews Dominique Routhier’s “With and Against: The Situationist International in the Age of Automation.

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The Simple Guide to SAS: SQL Joins

SAS Software

SAS' Kirby Thomas demystifies joins, one of the more complicated data-merging tasks for new coders. The post The Simple Guide to SAS: SQL Joins appeared first on SAS Blogs.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Tunnel found in Tijuana is so long authorities need oxygen tanks

Hacker News

The tunnel was found last week after an anonymous tip.

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AMD Pushes The Performance Envelope With Zen 5 At Computex 2024

MoorInsights for Forbes

AMD used Computex 2024 to talk up its AI capabilities, from the datacenter to the consumer. It has the performance, but how about the energy efficiency for laptops?

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The struggle to understand why earthquakes happen in America's heartland

Hacker News

The Central U.S. is at risk for major shaking. But scientists don’t know why — or when — the next big one will strike.

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Behind the scenes of building digital platforms: Muhammad Huzaifa Malik on software engineering

Dataconomy

In today’s context of global digitalization, software development has become a subject of major significance affecting every industry across the world. Every company, organization, and institution need a website. Every professional, academic, or social community relies on apps. Digital platforms and ecosystems cover every sphere of social life, whether it’s work, leisure, or interactions with governmental structures.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?