Wed.Dec 11, 2024

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AI’s Impact on Data Centers: Driving Energy Efficiency and Sustainable Innovation

insideBIGDATA

In this contributed article, Joe Reele, Vice President, Solution Architects at Schneider Electric, discusses the challenges and innovations in data center design driven by AI advancements and discusses the implications for energy consumption, infrastructure, and technological evolution.

AI 195
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KitikiPlot: Your New Go-To for Time-Series Data Visualization

Analytics Vidhya

Introducing KitikiPlot, a Python library designed for visualizing sequential and time-series categorical “Sliding Window” patterns. This innovative tool is designed to empower data practitioners across various fields, including genomics, air quality monitoring, and weather forecasting to uncover insights with enhanced clarity and precision.

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KNIME Releases AI Companion to Drive Smarter Collaboration with AI

insideBIGDATA

KNIME, the open source data analytics and AI company, announced the launch of its AI companion K-AI to all users. With K-AI, users can co-create powerful data workflows with AI. K-AI will answer questions, make recommendations, and extend or build whole data workflows based on user prompts.

AI 388
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Top 5 Reasons to Use AI Agents in 2025

Analytics Vidhya

The future is here, and its powered by AI agents. Unlike traditional software or AI tools, these agents are designed to operate autonomously, adapt to complex environments, and execute tasks without needing constant human oversight. Their ability to streamline processes, personalize experiences, and enable smarter decision-making makes them an indispensable asset for organizations and individuals […] The post Top 5 Reasons to Use AI Agents in 2025 appeared first on Analytics Vidhya.

AI 270
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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 Overparameterization in LLMs? From Overfitting Myths to Power Laws!

Data Science Dojo

What is similar between a child learning to speak and an LLM learning the human language? They both learn from examples and available information to understand and communicate. For instance, if a child hears the word ‘apple’ while holding one, they slowly associate the word with the object. Repetition and context will refine their understanding over time, enabling them to use the word correctly.

AI 397
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A Comprehensive Guide to Building Contextual RAG Systems with Hybrid Search and Reranking

Analytics Vidhya

Retrieval Augmented Generation systems, better known as RAG systems have become the de-facto standard to build Customized Intelligent AI Assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of Large Language Models (LLMs). One of the major challenges of naive RAG systems is getting the right retrieved context information to answer […] The post A Comprehensive Guide to Building Contextual RAG Systems with Hybrid Search and Reranking appeared

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12 Days of OpenAI: Bringing AI to your Holidays

Analytics Vidhya

While days are getting shorter and nights are growing longer, all we want to do is watch some Christmas movies and chill at home but OpenAI has definitely got no chill! With their 12 Days of OpenAI series, they are all set to drop some gifts each day – making their models more accessible, interactive, […] The post 12 Days of OpenAI: Bringing AI to your Holidays appeared first on Analytics Vidhya.

AI 253
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How AWS sales uses Amazon Q Business for customer engagement

AWS Machine Learning Blog

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. In addition to planning considerations when building an AI application from the ground up, it focused on our Account Summaries use case, which allows account teams to quickly understand the state of a customer account, including recent trends in service usage, opportunity pipeline, and recommendations to help customers maximize the value they receive

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Innovators Unveiled: Announcing the Databricks Generative AI Startup Challenge Winners!

databricks

We are pleased to announce the winners of the Databricks Generative AI Startup Challenge , a competition held in collaboration with AWS to.

AWS 299
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EBSCOlearning scales assessment generation for their online learning content with generative AI

AWS Machine Learning Blog

EBSCOlearning offers corporate learning and educational and career development products and services for businesses, educational institutions, and workforce development organizations. As a division of EBSCO Information Services, EBSCOlearning is committed to enhancing professional development and educational skills. In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessm

AI 103
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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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ChatGPT’s Canvas tool is now free for all ChatGPT users

Dataconomy

OpenAI has moved its Canvas editing tool out of beta, making it available to all ChatGPT users and introducing new features. The announcement, made during the ongoing “12 Days of OpenAI” event, follows the recent unveiling of the Sora AI video generator. Canvas enhances the ChatGPT experience by allowing side-by-side editing of content while conversing with the chatbot.

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Announcing Public Preview of Hive Metastore and AWS Glue Federation in Unity Catalog

databricks

Were excited to announce the Public Preview of Hive Metastore (HMS) and AWS Glue Federation in Unity Catalog! This new capability enables Unity.

AWS 287
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Inside the Eye-popping Numbers of 2024’s Hottest AI Firms

Flipboard

As the artificial intelligence gold rush continues, valuations have soared to dizzying heights. From generative AI models that can write codes to AI-driven search engines that promise smarter answers, U.S. AI startups are raking in billions from investors eager to bet on the next money-making technological revolution. In Q3 2024, venture capitalists poured $3.9 billion.

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Databricks and AWS: The Partnership That Took re:Invent 2024 by Storm

databricks

What makes a great partnership? For Databricks and AWS, its not just about building togetherits about helping businesses succeed together. At AWS re:Invent.

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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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Why Google’s $800M bet on clean energy has everyone talking

Dataconomy

Alphabet’s Google, along with TPG Rise Climate and other investors, has invested over $800 million in clean energy developer Intersect Power to expand its data center capacity amidst the growing demand driven by AI technologies. This significant funding comes as companies like Google, Microsoft, and Meta seek to enhance their domestic infrastructure to meet surging cloud and data processing demands.

AI 91
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How Tealium built a chatbot evaluation platform with Ragas and Auto-Instruct using AWS generative AI services

AWS Machine Learning Blog

This post was co-written with Varun Kumar from Tealium Retrieval Augmented Generation (RAG) pipelines are popular for generating domain-specific outputs based on external data thats fed in as part of the context. However, there are challenges with evaluating and improving such systems. Two open-source libraries, Ragas (a library for RAG evaluation) and Auto-Instruct, used Amazon Bedrock to power a framework that evaluates and improves upon RAG.

AWS 84
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Finally, Siri gets smarter with ChatGPT integration in iOS 18.2

Dataconomy

Apple has launched new features in its Apple Intelligence suite with the release of iOS 18.2, iPadOS 18.2, and macOS Sequoia 15.2. This update introduces tools for visual expression, enhanced writing capabilities, and integrates ChatGPT for users in various regions. Apple launches iOS 18.2, new features enhance creativity and communication With this update, Apple Intelligence has become more accessible, now including localized English support for Australia, Canada, Ireland, New Zealand, South Af

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It sure looks like OpenAI trained Sora on game content — and legal experts say that could be a problem

Flipboard

OpenAI has never revealed exactly which data it used to train Sora, its video-generating AI. But from the looks of it, at least some of the data mightve come from Twitch streams and walkthroughs of games.

AI 181
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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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Your OnePlus 11 just got an AI boost: Check out OxygenOS 15

Dataconomy

The OnePlus 11 has begun receiving its Android 15 update, branded as OxygenOS 15. This rollout commenced following updates to other devices in the OnePlus lineup. Users in India are the first to access the update, which is approximately 3.59GB in size and features the build number CPH2447_15.0.0.201(EX01). OnePlus has not yet released a comprehensive changelog, but it is expected to mirror the updates provided to other devices.

AI 91
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Google’s Prototype Glasses Put An AI Agent On Your Face

Flipboard

The tech giant unveiled the next generation of its Gemini AI model, and a pair of glasses to go with it. Google wants to inject artificial intelligence into your glasses.

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Apple Watch Ultra to offer satellite messaging in 2025

Dataconomy

Apple plans to launch a new Apple Watch Ultra model in 2025, equipped with satellite texting capabilities and a potentially game-changing blood-pressure monitoring feature, according to Bloomberg’s Mark Gurman. This upgrade targets health-conscious consumers and outdoor enthusiasts lacking cellular or Wi-Fi access. Apple to launch new Apple Watch Ultra with satellite texting in 2025 The anticipated satellite feature will allow users to send off-the-grid messages using Globalstar Inc.s sate

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Google launched Gemini 2.0, its new AI model for practically everything

Flipboard

Gemini 2.0 can generate images and audio, is faster and cheaper to run, and is meant to make AI agents possible. Googles latest AI model has a lot of work to do.

AI 181
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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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Sophos firewall breach: 81,000 devices compromised by Chinese national

Dataconomy

A federal indictment has charged Chinese national Guan Tianfeng with exploiting a zero-day vulnerability in Sophos firewalls, affecting approximately 81,000 devices worldwide in 2020. The U.S. Department of Justice (DoJ) alleges that Guan conspired to deploy malware that compromised sensitive data and infiltrated critical infrastructure. Chinese national indicted for exploiting Sophos firewall vulnerabilities The vulnerability, classified as CVE-2020-12271 and rated with a high CVSS score of 9.8

SQL 91
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Character.AI Was Google Play’s “Best with AI” App of 2023

Flipboard

"We've been increasingly impressed by what AI can do.

AI 181
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Nokia’s 5G 360° camera brings immersive video to harsh conditions

Dataconomy

Nokia has launched the worlds first 5G-enabled 360 camera designed specifically for industrial applications. The announcement, made on December 10, 2024, highlights the cameras ability to deliver 8K video streaming with spatial audio across various connectivity options, including 5G, Wi-Fi, and Ethernet. Created to withstand extreme industrial environments, it features rugged specifications such as an IP67 water resistance rating and shock resistance.

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Apple releases new Apple Intelligence features including ChatGPT integration with iOS 18.2

Flipboard

Apple released new Apple Intelligence features, including image playground, Genmoji, writing tool enhancements, and ChatGPT integration with iOS 18.2, iPadOS 18.2, and macOS Sequoia 15.2.

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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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How Cryptocurrency Turns to Cash in Russian Banks

Hacker News

A financial firm registered in Canada has emerged as the payment processor for dozens of Russian cryptocurrency exchanges and websites hawking cybercrime services aimed at Russian-speaking customers, new research finds. Meanwhile, an investigation into the Vancouver street address used by this company shows it is home to dozens of foreign currency dealers, money transfer businesses, and cryptocurrency exchanges — none of which are physically located there.

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Department of Defense forms unit focused on piloting AI for military uses

Flipboard

The Department of Defense is creating a unit to expedite the adoption of cutting-edge artificial intelligence tools, with a focus on pilot programs designed to give warfighters and decision-makers an AI advantage.

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10 speech-to-text use cases to inspire your applications

AssemblyAI

Voice data is booming across every industry, but most companies still can't tap into it. Sales teams record thousands of hours of customer calls but can't extract patterns. Healthcare providers capture important patient information that stays locked in audio files. Media companies sit on massive content libraries that aren't searchable or monetizable.

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Microsoft’s M12 invests another $22.5M into NeuBird, months after its $22M seed round

Flipboard

Late last year, Gou Rao and Vinod Jayaraman founded NeuBird to automate IT site reliability operations tasks with generative AI.

AI 179
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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?