Sat.Mar 22, 2025 - Fri.Mar 28, 2025

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Cool Site Shows Exactly Which Books Zuckerberg's Minions Illegally Downloaded to Train Meta's AI

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For all the revolutionary change artificial intelligence promises, it also makes lofty demands. For starters, AI is extraordinarily power hungry. Generating all the electricity that AI datacenters consume takes forest-loads of energy, not to mention hardware and cooling infrastructure. That stuff all costs a lot, making AI a huge money pit. That's had a big effect on our economy, as the tiniest bit of AI hype can send huge shockwaves through Wall Street and beyond.

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Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations

Machine Learning Research at Apple

In this work, we dive into the fundamental challenges of evaluating Text2SQL solutions and highlight potential failure causes and the potential risks of relying on aggregate metrics in existing benchmarks. We identify two largely unaddressed limitations in current open benchmarks: (1) data quality issues in the evaluation data mainly attributed to the lack of capturing the probabilistic nature of translating a natural language description into a structured query (e.g., NL ambiguity), and (2) the

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Did you spot a fish? Press the Fish Doorbell

Hacker News

Did you spot a fish? Press the Fish Doorbell! This alerts our lock operator to let the fish through. The Fish Doorbell is in Utrecht, NL.

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Where Do We Get Our Data? A Tour of Data Sources (with Examples)

KDnuggets

Check out these data sources that you may not have known about previously.

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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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You can now download the source code that sparked the AI boom

Flipboard

On Thursday, Google and the Computer History Museum (CHM) jointly released the source code for AlexNet , the convolutional neural network (CNN) that many credit with transforming the AI field in 2012 by proving that "deep learning" could achieve things conventional AI techniques could not. Deep learning , which uses multi-layered neural networks that can learn from data without explicit programming, represented a significant departure from traditional AI approaches that relied on hand-crafted ru

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Implementing Multilingual Translation with T5 and Transformers

Machine Learning Mastery

This post is divided into three parts; they are: Setting up the translation pipeline Translation with alternatives Quality estimation Text translation is a fundamental task in natural language processing, and it inspired the invention of the original transformer model.

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How to Reach $500K on Upwork

KDnuggets

Check out the story of a Reddit user who has achieved success by following 7 simple rules.

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How Software Engineers Actually Use AI

Flipboard

We surveyed 730 coders and developers about how (and how often) they use AI chatbots on the job. The results amazed and disturbed us.

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Data Engineering Requires Human+Machine Fusion

Adrian Bridgwater for Forbes

We sit at the point of an extended automation revolution where basic RPA software robots look like legacy relics from a bygone era, before modern AI.

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Is it safe to travel to the United States with your phone?

Hacker News

Know your rights, but also minimize your risk.

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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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10 Must-Know Python Libraries for LLMs in 2025

Machine Learning Mastery

In this article, we explore 10 of the Python libraries every developer should know in 2025.

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Building a voice interface for generative AI assistants

Flipboard

Generative AI is revolutionizing how businesses interact with their customers through natural conversational interfaces. While organizations can implement AI assistants across various channels, phone calls remain a preferred method for many customers seeking support or information.

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Qualcomm’s Big Bet On Edge AI Could Reshape The IoT Market

MoorInsights for Forbes

Qualcomm is putting the pieces in place to shift edge AI systems from custom embedded mashups to scalable, AI-enhanced computing platforms.

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Germany is unlocking billions to supercharge its military at a seismic moment

Hacker News

Do you think you can trust Putin? German Brig. Gen. Ralf Hammerstein asks with a wry smile.

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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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AI-Powered Sales Automation: Boost Revenue and Efficiency

Smart Data Collective

Smart businesses are using AI to streamline sales, enhance customer engagement, and drive revenue growth.

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Browser Use, the tool making it easier for AI ‘agents’ to navigate websites, raises $17M

Flipboard

We may not have an agreed-upon definition of AI agent yet, but a multitude of startups want to create agentic tools to automate various tasks online.

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Arcee Conductor live webinar — March 25th, 2025

Julien Simon

Arcee Conductor live webinarMarch 25th,2025 Information and registration: [link]

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CDC Clone Site Hosted by Group Previously Led by HHS Secretary

Hacker News

A CDC clone site with false vaccine claims is hosted by an NGO once led by the current HHS Secretary. With CDC logos, real social media links, and a near-identical design, it may violate federal laws.

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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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Wittek's Article: Networks and Artistic Status Orders in Cultural Fields: The Evolution of Hollywood Filmmaking

CEU Department of Network and Data Science

Title: The Evolution of Hollywood Filmmaking Description: A new article by Mark Wittek and Katharina Burgdorf studies Hollywood filmmakers from 1920 to 2000 Image: Link: Read more

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Chinese robot's kung fu moves will make your jaw drop

Flipboard

In a stunning display of technological advancement, China's Unitree Robotics has unveiled its latest feat, a humanoid robot that can perform kung fu moves with astonishing precision and balance.

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In some parts of the US, the clack of typewriter keys can still be heard

Hacker News

Computers and smartphones might be where most writing is done these days, but typewriters still have work to do in the US.

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AI Boom Turns Asian Data Centers Into Magnets for Loan Deals

Flipboard

Artificial intelligence advances are fueling a funding frenzy for data centers in Asia, spawning a series of record breaking loans and filling the

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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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China's open-source embrace upends conventional wisdom around artificial intelligence

Flipboard

China is embracing open-source AI models in a trend market watchers and insiders say is boosting AI adoption and innovation in the country, with some

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Texas private school’s use of new ‘AI tutor’ rockets student test scores to top 2% in the country

Flipboard

A Texas private school is seeing student test scores soar to new heights following the implementation of an artificial intelligence (AI) "tutor.

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How Scammers Launder Money and Get Away With It

Hacker News

Documents and insiders reveal how one of the worlds major money laundering networks operates.

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CVE-2025-29927 – Next.js

Hacker News

Next.js version 15.2.3 has been released to address a security vulnerability CVE-2025-29927.

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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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The Cybernetic Teammate

Hacker News

Having an AI on your team can increase performance, provide expertise, and improve your experience

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The 20 hottest open source startups of 2024

Flipboard

A new report showcases the 20 top-trending open source startups around the world, more than half of which are closely aligned with AI. The report is the handiwork of European venture capital firm Runa Capital, which has operated the Runa Open Source Startup (ROSS) Index since 2020.

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OpenAI’s Sora Is Plagued by Sexist, Racist, and Ableist Biases

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WIRED tested the popular AI video generator from OpenAI and found that it amplifies sexist stereotypes and ableist tropes, perpetuating the same biases already present in AI image tools.

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Facebook to stop targeting ads at UK woman after legal fight

Hacker News

Tanya O'Carroll says her case opens a "gateway" for others wanting to stop personalised adverts.

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

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.