Thu.Oct 17, 2024

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Building the AI Workforce: Guidance for Employers and Employees

Dataversity

To successfully hire and retain AI talent, employers must start by taking a step back. What do you want to do? Do you want to retain talent because AI is the next big thing and everybody’s telling you that you need to have AI in your product? That may be true. From a sales perspective, […] The post Building the AI Workforce: Guidance for Employers and Employees appeared first on DATAVERSITY.

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Exascale Day 2024: How Supercomputing at a Billion Billion Calculations Per Second Is Changing the World

insideBIGDATA

The Exascale Era began in spring 2022 when the Top500 list certified that the HPE-AMD Frontier supercomputer at Oak Ridge National Laboratory had broken through the exascale computing barrier. And with the Intel-HPE Aurora system at Argonne National Laboratory confirmed by Top500 last spring, the U.S. now has two exascale-class systems – with a third, the HPE-AMD El Capitan system at Lawrence Livermore Laboratory, on the way.

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Evolution of Agentic RAG: From Long-context, RAG to Agentic RAG

Analytics Vidhya

So far, various models have served distinct purposes in artificial intelligence. These models have significantly impacted human life, from understanding and generating text based on input to significantly striding in natural language processing. However, while these models set benchmarks for linguistic tasks, they fall short when it comes to adding real-world action and interactions.

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Report: The Essential Role of Governance in Mitigating AI Risk

insideBIGDATA

Prove AI just closed a survey of 600+ CEOs, CIOs, and CTOs on the state of AI - "The Essential Role of Governance in Mitigating AI Risk." Big picture, executives are weighing AI's promised benefits over its proven risks, for now, at least.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Attribute serverless costs to departments and users with budget policies

databricks

We are excited to announce the Public Preview of Databricks serverless budget policies. Administrators can use budget policies to ensure that the correct.

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Balancing Innovation and Ethics: AI and LLMs in Modern Sales Engagement

insideBIGDATA

In this contributed article, Logan Kelly, Founder and President of CallSine, discusses how LLMs and AI have combined to boost sales teams’ outreach. These revolutionary advancements are changing sales engagement by delivering remarkable efficiency and personalization capabilities. However, they also come with challenges that organizations must face when taking advantage of these incredible tools.

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A Comprehensive Guide to RAG-to-SQL on Google Cloud

Analytics Vidhya

Text-to-SQL technologies frequently struggle to capture the complete context and meaning of a user’s request, resulting in queries that do not exactly match the intended. While developers work hard to enhance these systems, it is worth questioning if there is a better method. Enter RAG-to-SQL—a new approach that combines natural language understanding with powerful data […] The post A Comprehensive Guide to RAG-to-SQL on Google Cloud appeared first on Analytics Vidhya.

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Creating a Personal Assistant with LangChain

KDnuggets

In this article I will show you how to create a personal assistant with LLM facilitated by LangChain.

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ChatGPT Windows app is now live

Dataconomy

ChatGPT desktop app is now on Windows. You don’t have to buy a Mac for that. It was only a matter of time before OpenAI pushed its digital tentacles into the heart of your PC. Today, the AI behemoth launched a Windows desktop app for ChatGPT, ready to swoop in and streamline your productivity, or perhaps, redefine it entirely. How to use ChatGPT on Windows Here’s how to get it up and running on your Windows machine: Go to openai.com/chatgpt/download First, head over to OpenAI’s official download

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Do Smaller Models Struggle Often in High Order Thinking?

Analytics Vidhya

I was reading about the challenges that large language models (LLMs) face despite their impressive progress in recent years. I came across this research paper on Not All LLM Reasoners Are Created Equal by Arian Hosseini, Alessandro Sordoni, Daniel Toyama, Aaron Courville, and Rishabh Agarwal. It is from Mila, Google DeepMind, and Microsoft Research.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities

Machine Learning Research at Apple

*Equal Contributors Current multimodal and multitask foundation models like 4M or UnifiedIO show promising results, but in practice their out-of-the-box abilities to accept diverse inputs and perform diverse tasks are limited by the (usually rather small) number of modalities and tasks they are trained on. In this paper, we significantly expand upon the capabilities of 4M by training it on tens of highly diverse modalities and by performing co-training on large-scale multimodal datasets and text

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CrewAI Multi-Agent System for Writing Article from YouTube Videos

Analytics Vidhya

Introduction In the era of an evolving digital world, automation redefines how humans approach everyday tasks, including research, content creation and much more. A new and exciting tool emerging in this field is CrewAI, which enables multiple AI agents to work together, solving complex problems with enhanced creativity and decision-making by prioritising collaborative intelligence.

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Is Matt Mullenweg defending WordPress or sabotaging it?

Hacker News

I realize that many people may not know or care who or what Matt Mullenweg and WordPress are, or why some people are upset about them, but after giving it a lot of thought (okay, about 10 minutes of thought) I decided to write about it anyway.

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Zero-shot Object Detection Using Grounding DINO Base

Analytics Vidhya

Detecting objects in an image requires some accuracy, especially when the image does not only take a box-like shape for easy detection. However, numerous models have provided solutions with state-of-the-art performance in object detection. Zero-shot object detection with the Grounding DINO base is another efficient model that allows you to scan through out-of-box images.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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One of Florida's Most Lethal Python Hunters

Hacker News

Donna Kalil has plunged into canals in the dead of night, straddled two-hundred-pound serpents, and been bitten more times than she can count—all in the name of killing a thing she loves and playing a game she can’t win

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8 Free and Paid APIs for Your LLM Applications

Analytics Vidhya

In today’s business applications, APIs (Application Programming Interfaces) are transforming how we integrate and leverage AI capabilities. They serve as crucial bridges, enabling the seamless integration of Large Language Models (LLMs) into diverse software ecosystems. By facilitating efficient data exchange and functionality sharing, APIs of both open and closed-source LLMs allow applications to harness the […] The post 8 Free and Paid APIs for Your LLM Applications appeared first

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Diabetes Breakthrough: New Treatment Eliminates Insulin for 86% of Patients

Hacker News

A new treatment combining ReCET and semaglutide could eliminate the need for insulin in type 2 diabetes, with 86% of participants in a study no longer requiring insulin therapy. The treatment was safe and well-tolerated, and further trials are planned to confirm these results.

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End 2024 with Big Savings on AI Courses

KDnuggets

Career success with 30% off edX programs, 15% off executive education courses, and up to $1,000 off select boot camps with code EDXSUCCESS24 at checkout.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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DHL Pioneered the Sharing Economy

Hacker News

Discover Flexport APIs and EDIs to speed, scale, and optimize your supply chain. Developer tools make it easy to instantly access logistics data and vital cargo and global trade documentation in the Flexport Platform or your ERP.

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Camunda Process Orchestration Calls Silence On Automation Silos

Adrian Bridgwater for Forbes

Aiming to make process orchestration more automated & productized is Camunda, a firm known for its workflow engine that allows users to orchestrate tasks in a process.

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For the love of God, stop talking about "post-truth"

Hacker News

There was never a golden age of objectivity, and today’s epistemological problems result from competing visions of reality, not a conflict over the value of truth.

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Your AI chatbot could be leaking your secrets

Dataconomy

Let’s not sugarcoat it: every time you chat with a language model, you’re putting your personal data on the line. But according to a WIRED article, it just got a lot riskier. A group of researchers from the University of California, San Diego (UCSD) and Nanyang Technological University in Singapore have uncovered a new attack that could turn your casual conversation into a hacker’s treasure trove.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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A Patent Engineer’s Advice For First-time Inventors

Hacker News

Lesley-Ann Knee credits her father for introducing her to the world of patents. He’s an engineer who specializes in application-specific integrated circuits (ASICs) and holds several patents on technologies he developed while working for Hewlett-Packard and Microsoft. “I would hear stories of his experiences through the patent prosecution processes,” Knee says, which taught her about different kinds of patents, the importance of documentation, and using detailed language.

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Uma AI creates proposal drafts on Upwork

Dataconomy

Uma AI is about to change the freelancing game in ways most people never saw coming. Uma AI wants to simplify hiring processes Upwork’s latest update introduces this AI tool with the goal of simplifying the hiring process and improving work outcomes. Nobody likes writing proposals. It’s the freelance world’s version of an awkward first date—too much talking, not enough doing.

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Taming randomness in ML models with hypothesis testing and marimo

Hacker News

The behavior of ML models is often affected by randomness at different levels, from the initialization of model parameters to the dataset split into training and evaluation. Thus, predictions made by a model (including the answers an LLM gives to your questions) are potentially different every time you run it.

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Les Ministraux: Ministral 3B and 8B models bring GenAI to the edge

Dataconomy

In a world dominated by bloated AI models that live in the cloud, Mistral AI is flipping the script. The French startup just unleashed two new models—Ministral 3B and 8B—that are designed to run on edge devices. Les Ministraux: Ministral 3B and 8B Mistral’s new offerings, dubbed “Les Ministraux,” might sound like a French art-house film, but these models are poised to shake up the AI world.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Employees Describe an Environment of Paranoia and Fear Inside Automattic

Hacker News

Automattic CEO Matt Mullenweg made another buyout offer this week, and threatened employees who speak to the press with termination.

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FTC’s Click-to-Cancel rule is ending the subscription trap

Dataconomy

The Federal Trade Commission (FTC) has introduced a new “Click-to-Cancel” rule aimed at simplifying the process of canceling subscriptions. The rule ensures that canceling a service will be just as easy as signing up for it, addressing widespread complaints about the difficulties consumers face when trying to end recurring payments. From Click-to-Sign-Up to Click-to-Cancel Let’s get one thing straight: companies have been playing dirty.

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Time: Yes, it's a dimension, but not like space

Hacker News

The fabric of spacetime is four-dimensional, with three for space and only one for time. But wow, time sure is different from space!

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AT&T is blocking your freedom to unlock phones

Dataconomy

AT&T isn’t exactly thrilled about the Federal Communications Commission’s (FCC) latest proposal: a rule that would require carriers to unlock phones within 60 days of activation. As expected, the telecom giant is pushing back, claiming this policy could hurt consumers in more ways than it helps. “AT&T reiterated that requiring providers to unlock handsets before they are paidoff would ultimately harm consumers by creating upward pressure on handset prices and disincentives to finan

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.