Tue.Mar 25, 2025

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TAO: Using test-time compute to train efficient LLMs without labeled data

databricks

Large language models are challenging to adapt to new enterprise tasks. Prompting is error-prone and achieves limited quality gains, while fine-tuning requires large amounts of.

AI 338
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Land Your Dream Machine Learning Job in 2025

KDnuggets

In this article, I will go through 5 pointers on how to help you secure your dream job.

professionals

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A Gentle Introduction to Graph Neural Networks in Python

Machine Learning Mastery

Graph neural networks (GNNs) can be pictured as a special class of neural network models where data are structured as graphs — both training data used to train the model and real-world data used for inference — rather than fixed-size vectors or grids like image, sequences, or instances of tabular data.

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10 Pandas One-Liners for Data Cleaning

KDnuggets

Want to make data cleaning more enjoyable? These pandas one-liners for data cleaning will help you get more done with less!

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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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UiPath Launches Test Cloud to Bring AI Agents to Software Testing 

insideBIGDATA

UiPath (NYSE: PATH), an enterprise automation and AI software company, today announced the launch of UiPath Test Cloud, a new approach to software testing that uses AI to amplify tester productivity across the testing lifecycle, designed for.

AI 222
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Bitcoin in the bush – the crypto mine in remote Zambia

Hacker News

Bitcoin miners will go to remote locations to take advantage of cheap electricity.

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More Trending

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A Sneaky Phish Just Grabbed My Mailchimp Mailing List

Hacker News

You know when you're really jet lagged and really tired and the cogs in your head are just moving that little bit too slow?

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Bubble Trouble

Flipboard

An AI bubble threatens Silicon Valley, and all of us. This article appears in the April 2025 issue of The American Prospect magazine. Subscribe here.

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Devs say AI crawlers dominate traffic, forcing blocks on entire countries

Hacker News

AI bots hungry for data are taking down sites by accident, but humans are fighting back.

AI 181
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China Floods the World With AI Models After DeepSeek’s Success

Flipboard

DeepSeek did more than just show the AI industry you dont have to spend billions to build artificial intelligence.

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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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X’s director of engineering, Haofei Wang, has left the company

Hacker News

Xs shifting engineering leadership is still working to transform it into an everything app.

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Earth AI’s algorithms found critical minerals in places everyone else ignored

Flipboard

The startup uses AI to quickly search for minerals over wide areas, identifying promising potential deposits for exploration.

Algorithm 181
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In Jail Without a Lawyer: How a Texas Town Fails Poor Defendants

Hacker News

People in Maverick County spend months in jail waiting to be charged with minor crimes. Some are simply lost in the system.

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Microsoft adds AI-powered deep research tools to Copilot

Flipboard

Microsoft is introducing a deep research AI-powered tool in Microsoft 365 Copilot, its AI chatbot app. Theres been a raft of deep research agents launched recently across chatbots, including OpenAIs ChatGPT, Googles Gemini, and xAIs Grok.

AI 181
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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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Has the decline of knowledge work begun?

Hacker News

The unemployment rate for college graduates has risen faster than for other workers over the past few years. How worried should they be?

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Scary AI-powered swarm robots team up to build cars faster than ever

Flipboard

The automotive industry is undergoing a seismic shift driven by the integration of AI-powered humanoid robots into production lines.

AI 181
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What's Happening to Students?

Hacker News

Here's the latest news from the zombie wars

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A Chip Has Broken the Critical Barrier That Could Ultimately Begin the Singularity

Flipboard

A self-learning memristor is our closest step yet to recreating synapses in the human brain. Memristors, or memory resistors, are the leading candidate for replacing synapses in a neuromorphic (brain-like) computer.

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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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Samsung CEO Jong-hee Han has died

Hacker News

One of Samsung's CEOs, Jong-hee Han, has died due to a heart attack.

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Why the world is looking to ditch US AI models

Flipboard

Content moderation systems are being abandoned and defunded, leaving many countries looking for alternatives.

Algorithm 180
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The Great Chatbot Debate – March 25th

Hacker News

Watch the program live on YouTubehere! Chatbots based on large language models (LLMs), like ChatGPT, answer sophisticated questions, pass professional exams, analyze texts, generate everything from poems to computer programs, and more. But is there genuine understanding behind what LLMs can do? Do they really understand our world?

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Why 23andMe’s Genetic Data Could Be a ‘Gold Mine’ for AI Companies

Flipboard

Companies like OpenAI and Google have poured time and resources into making an impact on the medical field, and 23andMes data trove may attract interest from large AI firms with the financial means to acquire it.

AI 180
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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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Stoop Coffee: How a Simple Idea Transformed My Neighborhood

Hacker News

Editors note: This is a guest post from Patty Smith.

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AI-Powered Law Firms: LexisNexis CTO Reveals Why Waiting Is Not An Option

Flipboard

The legal industry, historically cautious about adopting disruptive technologies, is now at an AI-powered tipping point. Focusing on this transformation is LexisNexis Legal & Professional, harnessing artificial intelligence to redefine how lawyers perform their daily work.

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Were large soda lakes the cradle of life?

Hacker News

Life needs sufficient phosphorus. However, the element is scarce, not only today but also at the time of the origin of life. So where was there sufficient phosphorus four billion years ago for life to emerge? A team of origin-of-life researchers has an answer.

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OpenAI Is Ready for Hollywood to Accept Its Vision

Flipboard

As the company engages major studios and throws its own short film festival (with Universal, Disney and talent agency execs in attendance), its executives see a future unconstrained by legal or labor guardrails.

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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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Coordinating the Superbowl's visual fidelity with Elixir

Hacker News

Welcome to Elixir, a dynamic, functional language designed for building scalable and maintainable applications

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‘Insane’: OpenAI introduces GPT-4o native image generation and it’s already wowing users

Flipboard

As AI-generated images become more precise and accessible, GPT-4o represents a significant step forward in the space.

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Processing a Directory of CSVs Too Big for Memory with Dask

KDnuggets

Learn how to process the big data in the CSV format.

Big Data 166
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AI is transforming finance, CFOs say. Here's how

Flipboard

AI is rapidly reshaping the role of chief financial officers (CFOs), offering unprecedented opportunities in automation, data analytics and risk

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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.