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Introducing Apache Spark 4.0

databricks

Apache Spark 4.0 marks a major milestone in the evolution of the Spark analytics engine.

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News Bytes 20250526: Biggest AI Training Center?, Big AI Pursues AGI and Beyond, NVIDIA’s Quantum Moves, RISC-V Turns 15

insideBIGDATA

A solemn Memorial Day (US) salute to our lost loved ones. The world of HPC-AI continues its global expansion with much news over the past week, including: Big AI pursues AGI and SI, Stargate plans for sites in the US, Middle East and APAC, NVIDIA investing in PsiQuantum?

AI 221
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AI Inference: NVIDIA Reports Blackwell Surpasses 1000 TPS/User Barrier with Llama 4 Maverick

insideBIGDATA

NVIDIA said it has achieved a record large language model (LLM) inference speed, announcing that an NVIDIA DGX B200 node with eight NVIDIA Blackwell GPUs achieved more than 1,000tokens per second (TPS) per user on the 400-billion-parameter Llama 4 Maverick model.

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The Art of Writing Readable Python Functions

KDnuggets

If your functions need comments to be understood, its probably time for a rewrite. Learn the key habits that make Python functions readable by design.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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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How to Clean Data Using AI

Analytics Vidhya

Cleaning data used to be a time-consuming and repetitive process, which took up much of the data scientist’s time. But now with AI, the data cleaning process has become quicker, wiser, and more efficient. AI models such as ChatGPT, Claude, Gemini, etc, can be used to automate anything from correcting format issues to handling missing […] The post How to Clean Data Using AI appeared first on Analytics Vidhya.

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Singularities in Space-Time Prove Hard to Kill

Hacker News

Black hole and Big Bang singularities break our best theory of gravity. A trilogy of theorems hints that physicists must go to the ends of space and time to find a fix.

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CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling

Machine Learning Research at Apple

Mixture-of-Experts (MoE) models are crucial for scaling model capacity while controlling inference costs. While integrating MoE into multimodal models like CLIP improves performance, training these models is notoriously challenging and expensive. We propose CLIP-Upcycling (CLIP-UP), an efficient alternative training strategy that converts a pre-trained dense CLIP model into a sparse MoE architecture.

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Google Search’s Two New AI Features: AI Overview and AI Mode

Analytics Vidhya

Google search has been an anchor for web searches across the world. Processing around 14 billion searches per day and around 2 trillion searches annually. Lets put that into perspective: 14 billion searches in a day is more than double the heartbeats of the entire human race per second! Google search is the pulse of […] The post Google Searchs Two New AI Features: AI Overview and AI Mode appeared first on Analytics Vidhya.

AI 154
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I used o3 to find a remote zeroday in the Linux SMB implementation

Hacker News

In this post I'll show you how I found a zeroday vulnerability in the Linux kernel using OpenAI's o3 model. I found the vulnerability with nothing more complicated than the o3 API - no scaffolding, no agentic frameworks, no tool use. Recently I've been auditing ksmbd for vulnerabilities.

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TSMC to Add Chip Design Center in Germany for AI, Other Sectors

insideBIGDATA

TSMC announced today it will open a new chip design center in Munich by the third quarter of this year, something viewed as European Union victory as it pursues self-reliance in chip production. According to an article on the MarketScreener (with Reuters).

AI 221
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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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DolphinGemma Could Enable AI Communication with Dolphins

Flipboard

Rachel Feltman: For Scientific Americans Science Quickly, Im Rachel Feltman.

AI 171
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Secure Partner Integrations Made Easy: OAuth Comes to Databricks Partner Connect

databricks

Databricks Partner Connect makes it easy to discover, try, and integrate partner solutions by automating setup and resource provisioning processes.

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Understanding Base64

Analytics Vidhya

Base64 is a binary-to-text encoding methodology that helps represent binary data in ASCII string format. Its often used to encode data for transmission over media that are mostly text, like emails, JSON-based APIs, etc., so that binary data like images and files don’t get corrupted. The term Base64 comes from the fact that it uses […] The post Understanding Base64 appeared first on Analytics Vidhya.

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America is in danger of experiencing an academic brain drain

Hacker News

Other countries may benefit.

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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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Groq Named Inference Provider for Bell Canada’s Sovereign AI Network

insideBIGDATA

Groq announced a partnership with Bell Canada to power Bell AI Fabric, the countrys largest sovereign AI infrastructure project to establish a national AI network at six sites, targeting 500MW of hydro-powered.

AI 195
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Groundbreaking AI model uncovers hidden patterns of political bias in online news

Flipboard

A new study published in PLOS One introduces a large-scale method for detecting political bias in online news sources using artificial intelligence.

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Implementing a Dimensional Data Warehouse with Databricks SQL, Part 3

databricks

Dimensional modeling is a time-tested approach to building analytics-ready data warehouses.

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The Rise Of The Field CTO

Adrian Bridgwater for Forbes

Because vendors now have to be more engaged, they have to be out in the field more. This has led to the evolution and rise of the field chief technology officer.

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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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College English majors can't read

Hacker News

They have one job and they can't do it

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Microsoft’s long and patient hunt for the Lumma Stealer malware finally paid off big

Dataconomy

Microsoft and international law enforcement have executed a court-approved operation to dismantle Lumma Stealer, a widespread info-stealing malware that had infected over 394,000 Windows computers worldwide, with most cases reported in Brazil, Europe, and the U.S. Microsoft has been tracking Lumma Stealer since June 2023, and considered it a significant threat.

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Less is more: Meta study shows shorter reasoning improves AI accuracy by 34%

Flipboard

Researchers from Metas FAIR team and The Hebrew University of Jerusalem have discovered that forcing large language models to think less actually improves their performance on complex reasoning tasks.

AI 159
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5 Reasons Why Azure Databricks is the Best Data + AI Platform on Azure

databricks

As data and AI workloads scale, organizations need a platform that does more than just connect servicesit must unify them.

Azure 165
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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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Tokenizers in Language Models

Machine Learning Mastery

This post is divided into five parts; they are: Naive Tokenization Stemming and Lemmatization Byte-Pair Encoding (BPE) WordPiece SentencePiece and Unigram The simplest form of tokenization splits text into tokens based on whitespace.

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Microsoft wants Windows Update to handle all apps

Hacker News

A dream come true for IT admins

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Meet Augment: The AI Dev Tool That Codes Like You Think

Analytics Vidhya

Widespread adoption of AI agents is occurring everywhere, including in software development. Today, we have Augment Code, an AI agent that can index your codebase, and the agents under the hood. Now, powered by the latest Claude Sonnet 4, making it very practical for building applications and adding features to your applications. Augment is used […] The post Meet Augment: The AI Dev Tool That Codes Like You Think appeared first on Analytics Vidhya.

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Why enterprise RAG systems fail: Google study introduces ‘sufficient context’ solution

Flipboard

Google's "sufficient context" helps refine RAG systems, reduce LLM hallucinations, and boost AI reliability for business applications.

AI 174
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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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Debit card holds in the age of instant payments: A data systems breakdown

Dataconomy

Debit cards were designed to offer fast, seamless access to money. But despite the rise of instant payment technologies , many transactions still encounter holds temporary authorization requirements that freeze funds before final settlement. These holds often confuse users, especially when transactions appear pending long after the purchase. Understanding the underlying structure of debit holds helps consumers better navigate delays and potential overdraft risks.

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Lower science funding so far in 2025

FlowingData

With a circular voronoi diagram, NYT’s the Upshot shows a much slower rate of funding from the National Science Foundation, through May 21. The full cells show the average funding over the past decade up to the same date, and the darker cells show the current funding. It looks like there are four categories with more funding than usual. Everything else is a big cut.

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Another way electric cars clean the air: study says brake dust reduced by 83%

Hacker News

A new study is out which quantifies just how much EVs help not just in cutting harmful exhaust emissions, but also cutting other types of pollution that come from personal vehicles. But of course, public transport, biking and walking are even better.

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Principal Financial Group increases Voice Virtual Assistant performance using Genesys, Amazon Lex, and Amazon QuickSight

AWS Machine Learning Blog

This post was cowritten by Mulay Ahmed, Assistant Director of Engineering, and Ruby Donald, Assistant Director of Engineering at Principal Financial Group. The content and opinions in this post are those of the third-party author and AWS is not responsible for the content or accuracy of this post. Principal Financial Group is an integrated global financial services company with specialized solutions helping people, businesses, and institutions reach their long-term financial goals and access gre

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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