Tue.Sep 17, 2024

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AI’s Dependency on High-Quality Data: A Double-Edged Sword for Organizations

insideBIGDATA

In this contributed article, Bryan Eckle, Chief Technology Officer at cBEYONData, suggests that as organizations strive to harness AI’s potential, they must navigate the significant challenges and risks associated with one key factor: high-quality data.

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3 Simple Ways to Merge Python Dictionaries

KDnuggets

When working with dictionaries in Python, you’ll sometimes have to merge them into a single dictionary for further processing. In this tutorial, we'll go over three common methods to merge Python dictionaries. Specifically, we’ll focus on merging dictionaries using: The update() method Dictionary unpacking The union operator Let’s get started. Note: You can find.

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Vector Streaming: Memory-efficient Indexing with Rust

Analytics Vidhya

Introduction Vector streaming in EmbedAnything is being introduced, a feature designed to optimize large-scale document embedding. Enabling asynchronous chunking and embedding using Rust’s concurrency reduces memory usage and speeds up the process. Today, I will show how to integrate it with the Weaviate Vector Database for seamless image embedding and search.

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How to Handle Large Text Inputs with Longformer and Hugging Face Transformers

KDnuggets

Let’s learn how to handle large text inputs in the Large Language Model (LLM). Preparation Ensure you have the Transformers and datasets package from Hugging Face installed in your environment. If not, you can install them via pip using the following code: pip install transformers datasets Additionally, you should install the.

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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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Unifying Parameters Across Databricks

databricks

Today, we are excited to announce the support for named parameter markers in the SQL editor. This feature allows you to write parameterized.

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How to Set Up Your First BigQuery Project

KDnuggets

In this post, you'll learn what BigQuery is, understand its capabilities, and set up a project in Google Cloud which we will later use to practice using BigQuery for loading, querying, and analyzing data.

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More Trending

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Top SAS Training for Machine Learning Engineers

KDnuggets

Sponsored Content Almost 63% of organizations don’t have enough employees with AI and machine learning skills, according to a study by Coleman Parkes Research. With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your machine learning career with SAS Training. Read.

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New Brookings Research: The Last Mile Problem in AI

insideBIGDATA

A new paper from Brookings’ Center on Regulation and Markets that studies the costs and benefits of implementing artificial intelligence systems, and to what extend costly customization is needed to make AI investments worthwhile.

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Artificial intelligence in your pocket: How iPhone apps are shaping AI development

Dataconomy

The new frontier in AI development Artificial Intelligence (AI) is no longer confined to sprawling data centers or secretive tech labs; it has migrated into our daily lives more seamlessly than most realize. For the tech-savvy user, the iPhone isn’t just a tool for connectivity but a personal assistant powered by AI that learns and adapts. Real-world applications at your fingertips Consider the ease with which we now translate foreign languages on the go, organize our schedules, or even fi

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Information Aquifers, Confluent Embeds Data Streaming

Adrian Bridgwater for Forbes

While some application functions and data services will be prevalent parts of the upper-tier elements of a codebase, some parts will form the middle-tier flow that con.

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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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Scientists find new blood group after 50-year mystery

Hacker News

Identifying the new blood group system could save thousands of lives around the world.

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Branching Out: Exploring Tree-Based Models for Regression

Machine Learning Mastery

Our discussion so far has been anchored around the family of linear models. Each approach, from simple linear regression to penalized techniques like Lasso and Ridge, has offered invaluable insights into predicting continuous outcomes based on linear relationships. As we begin our exploration of tree-based models, it’s important to reiterate that our focus remains on […] The post Branching Out: Exploring Tree-Based Models for Regression appeared first on MachineLearningMastery.com.

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Tupperware files for bankruptcy as demand slides

Hacker News

The US company says it will ask for court permission to start a sale process of the business.

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When Americans Stop Working

FlowingData

Normal retirement age, also known as full retirement age, is 67 years old for those born in 1960 or later. It’s when you can get full Social Security benefits (assuming they still exist). It’s common for people to stop working before this age, but they’re veering older.

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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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In unprecedented move, Ohio is funding construction of private religious schools

Hacker News

The state is giving millions in taxpayer dollars directly to private schools to help them renovate and expand their campuses. It may be the next frontier in the push to increase the use of school vouchers, proponents say.

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Preparing for AI

O'Reilly Media

AI is everywhere—we’re in a middle of a technology shift that’s as big (and possibly bigger) than the arrival of the web in the 1990s. Even though ChatGPT appeared almost two years ago, we still feel unprepared: we read that AI will change every job and we don’t know what that means or how to prepare. Here are a few ideas about preparing for that shift.

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Instagram Teen Accounts

Hacker News

Teen Accounts limit who can contact teens and the content they see, and help ensure their time is well spent.

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Top 10 AI and LLM Trends Transforming Marketing in 2024

Towards AI

Author(s): Mukundan Sankar Originally published on Towards AI. Discover the top 10 AI and LLM trends transforming marketing in 2024. Learn how AI-driven strategies like generative content, hyper-personalization, and predictive analytics are revolutionizing customer engagement and marketing effectiveness. This member-only story is on us. Upgrade to access all of Medium.

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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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Leaked internal documents from a Kremlin-controlled propaganda center

Hacker News

Leaked internal documents reveal how a well-coordinated Russian campaign supported far-right parties in the European Parliament elections.

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The role of SSP and DSP in internet advertising

Dataconomy

Efficiency and optimization are critical in online advertising, and such tools as SSP and DSP help with this. These technological solutions provide seamless interaction between publishers and advertisers, automating the processes of buying and selling advertising space. In this article, you will learn about the features of SSP and DSP, which can be important if you want to launch customized programmatic platforms.

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Hezbollah Communications Devices Explodes

Hacker News

Movement's members hurt in Lebanon's south, Beirut and Syria after pagers blow up, according to health ministry

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Using Alexa with your mind, Synchron made it possible

Dataconomy

Amazon’s Alexa has always been about the ease of voice control, but a recent breakthrough takes that convenience to an entirely new level: controlling Alexa with your mind. Synchron, a company that has been pushing boundaries in accessibility, has unveiled a new innovation that allows an ALS patient to interact with Amazon’s virtual assistant without using their voice, hands, or any other physical inputs.

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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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Apple Mobile Processors Are Now Made in America. By TSMC

Hacker News

[Exclusive] The iPhone maker is ready to be the first client of TSMC's new Arizona fab.

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AI That Thinks Before It Speaks — OpenAI “o1” Models

Towards AI

Last Updated on September 17, 2024 by Editorial Team Author(s): Richard Warepam Originally published on Towards AI. What is OpenAI ‘o1’? How Does It Work? When To Use o1-preview & o1-mini? This member-only story is on us. Upgrade to access all of Medium. If you are not a member, click here to read the full article. But as an appreciation, please don’t forget to 👏 clap if you had a good read.

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Pixtral 12B

Hacker News

Pixtral 12B - the first-ever multimodal Mistral model. Apache 2.0.

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Solving Complex Business Problems with Mixed-Integer Linear Programming

Towards AI

Last Updated on September 17, 2024 by Editorial Team Author(s): Shenggang Li Originally published on Towards AI. A Practical Exploration of MILP Applications: From Workforce Optimization to Financial Planning and Beyond This member-only story is on us. Upgrade to access all of Medium. Photo by Ruth H Curtis on Unsplash If you’re a hedge fund manager managing an investment portfolio, your goal is to maximize returns by year-end.

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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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Mozilla exits the Fediverse and will shutter its Mastodon server in December

Hacker News

Users will be able to download their data or migrate their account to another Mastodon instance, if they choose.

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The power of personalization elevates the customer experience

SAS Software

Personalization has become the cornerstone of the customer journey. It’s the difference between a one-size-fits-all approach and a tailored experience that resonates on a personal level. These three organizations are mastering the art of delivering exceptional customer experiences with SAS® Customer Intelligence 360. The Nature Conservancy: Improving donor communications The [.

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BeOS inspired Haiku R1/beta5 is out

Hacker News

Comments

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TAI #117:Do OpenAI’s o1 Models Unlock a Full “Moore’s Law” Feedback Loop for LLM Inference Tokens?

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie OpenAI’s new o1 series of “reasoning” models took clear center stage this week. These models use an advanced form of search and reasoning during inference. This system performs multiple steps of thought before arriving at an answer, drawing on reinforcement learning (RL) to refine its reasoning process.

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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?