Wed.Nov 01, 2023

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The Role of Enterprise Knowledge Graphs in LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) and Generative AI represent a transformative breakthrough in Artificial Intelligence and Natural Language Processing. They can understand and generate human language and produce content like text, imagery, audio, and synthetic data, making them highly versatile in various applications. Generative AI holds immense importance in real-world applications by automating and enhancing content […] The post The Role of Enterprise Knowledge Graphs in LLMs ap

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Best practices to overcome the risks of large language models LLMs 

Data Science Dojo

Large language models hold the promise of transforming multiple industries, but they come with a set of potential risks. These risks of large language models include subjectivity, bias, prompt vulnerabilities, and more. In this blog, we’ll explore these challenges and present best practices to mitigate them, covering the use of guardrails, defensive UX design, LLM caching, user feedback, and data selection for fair and equitable results.

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To Tailgate or Not? How Databricks + AccuWeather used ML to answer every football fan's burning question

databricks

Whether you’re an NFL fanatic, an alumnus rooting for your alma mater or a super fan just trying to catch a glimpse of T.

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Leveraging the Power of GPUs with CuPy in Python

KDnuggets

Whether you're doing machine learning, scientific computing, or working with huge datasets, CuPy is an absolute game-changer.

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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?

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Generative AI Report – 11/1/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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10 Types of Clustering Algorithms in Machine Learning

Analytics Vidhya

Introduction Have you ever wondered how vast volumes of data can be untangled, revealing hidden patterns and insights? The answer lies in clustering, a powerful technique in machine learning and data analysis. Clustering algorithms allow us to group data points based on their similarities, aiding in tasks ranging from customer segmentation to image analysis.

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Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX)

Machine Learning Mastery

Sponsored Content By Travis Addair & Geoffrey Angus If you’d like to learn more about how to efficiently and cost-effectively fine-tune and serve open-source LLMs with LoRAX, join our November 7th webinar. Developers are realizing that smaller, specialized language models such as LLaMA-2-7b outperform larger general-purpose models like GPT-4 when fine-tuned with proprietary […] The post Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX) appeared first on MachineLe

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Snowflake Crystallizes Hands-On Use Of AI Apps

Adrian Bridgwater for Forbes

As we develop enterprise software platform services over time, we often find initially complex application functions being simplified for the us.

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Sneak peak: Microsoft’s Athena AI chip project

Dataconomy

Discover Microsoft’s secret weapon: Project Athena, a groundbreaking endeavor to create custom AI chips. Unveil how these specialized chips will enhance AI capabilities, reduce dependency on third-party providers, and challenge Nvidia’s dominance. Dive into the enigmatic world of Athena and its potential to reshape the future of artificial intelligence.

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Monte Carlo is Kicking Off IMPACT 2023, Keynotes From Data & AI Pioneers

KDnuggets

Register today for IMPACT 2023! Coming Nov. 4th with keynotes from four data & AI pioneers.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Windows 11 23H2 is out, so is Microsoft Copilot

Dataconomy

The latest update from Microsoft, Windows 11 23H2, introduces a range of new features. To get an early taste of these updates, a toggle in the Settings app allowed users to access them via an optional update while technically staying on version 22H2. Now, the official release of Windows 11 version 23H2 showcases the complete set of features. The update was announced a while ago, but only certain individuals had access to it, at least they preferred to have access, while the rest of the world con

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The.ing top-level domain

Hacker News

Build your website in a single word with.ing. Design.ing, edit.ing, mak.ing — the possibilities are endless.

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AI Company Plans to Run Clusters of 10,000 Nvidia H100 GPUs in International Waters

Flipboard

Del Complex hopes floating its computer clusters in the middle of the ocean will allow it a level of autonomy unlikely to be found on land.

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As child care costs soar, more parents may have to exit the workforce

Hacker News

Families spend an average of more $700 a month on child care, with costs surging 32% since 2019, a new analysis finds.

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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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ChatGPT chief warns of some 'superhuman' skills AI could develop

Flipboard

The CEO of one of the most popular artificial intelligence platforms is warning that AI systems could eventually be capable of "superhuman persuasion.

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As the public begins to believe Google isn’t as useful, what happens to SEO?

Hacker News

SEO experts got very rich filling the web full of garbage. But are they to blame or is Google?

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We built a 'brain' from tiny silver wires. It learns in real time, more efficiently than computer-based AI

Flipboard

The world is infatuated with artificial intelligence (AI), and for good reason.

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Mouse experiments reveal the brain-heart connections that cause fainting

Hacker News

Mouse experiments reveal the brain-heart connections that cause us to rapidly lose consciousness — and wake up moments later. Mouse experiments reveal the brain-heart connections that cause us to rapidly lose consciousness — and wake up moments later.

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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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Machine Learning Deciphers News Language to Predict Country's Peace Level - Neuroscience News

Flipboard

By studying over 723,000 articles from 18 countries, the team identified distinct linguistic patterns corresponding to varying peace levels.

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Cosmopolitan Third Edition

Hacker News

Working code examples meant to clarify AlphaDev's deep learning assembly optimizations.

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AI: ChatGPT consumes more energy than a traditional Internet search

Flipboard

Three clicks to write a play or create a website: artificial intelligence systems (AI) may seem like magic, but their functions aren't environmentally neutral. They’re intensive consumers of water and electricity.

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Moon-forming impactor as a source of Earth's basal mantle anomalies

Hacker News

Seismic images of Earth’s interior have revealed two continent-sized anomalies with low seismic velocities, known as the large low-velocity provinces (LLVPs), in the lowermost mantle1. The LLVPs are often interpreted as intrinsically dense heterogeneities that are compositionally distinct from the surrounding mantle2. Here we show that LLVPs may represent buried relics of Theia mantle material (TMM) that was preserved in proto-Earth’s mantle after the Moon-forming giant impact3.

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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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7 Machine Learning Algorithms You Can’t Miss

Flipboard

This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.

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Bank financing and bad urban planning make the retail apocalypse worse

Hacker News

The pandemic kicked off a "doom loop" that has gutted cities and towns across the country. Big banks are making it worse.

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Secure your workspaces with new platform security controls for Databricks on Google Cloud

databricks

We are excited to announce the general availability (GA) of several key security features for Databricks on Google Cloud: Private connectivity with Private.

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M3 Max Chip Around as Fast as M2 Ultra in Early Benchmark Results

Hacker News

The first benchmark results for Apple's M3 Max chip surfaced in the Geekbench 6 database today, providing a look at CPU performance. Based on the.

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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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Everything We Know About Humane’s Bewildering New AI Pin

Flipboard

Two former Apple employees (and Sam Altman) promise their AI pin will revolutionize our relationships with the internet. But what is it?

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Google lays off employees working on its voice assistant

Hacker News

Up to 20 employees working on Google's Assistant team have been cut.

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Global Powers Sign International Declaration on AI Safety

Flipboard

Leaders from 29 countries and the EU committed to a unified approach to managing AI, emphasizing safety, transparency, and collaboration.

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Window-swap – open a new window somewhere in the world

Hacker News

Open a new window somewhere in the world. Look through windows shared by real people, and share yours to become a part of this global community.

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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.