Thu.Mar 13, 2025

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Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models

Machine Learning Research at Apple

Speech foundation models, such as HuBERT and its variants, are pre-trained on large amounts of unlabeled speech data and then used for a range of downstream tasks. These models use a masked prediction objective, where the model learns to predict information about masked input segments from the unmasked context. The choice of prediction targets in this framework impacts their performance on downstream tasks.

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Palantir and Databricks Announce AI Product Partnership

insideBIGDATA

SAN FRANCISCO,March 13, 2025 —DatabricksandPalantir Technologies Inc.(NASDAQ:PLTR), provider of enterprise operating systems, today announced a strategic product partnership that combines Palantir’s AI operating system and Databricks’ platform for AI, data warehousing and data engineering.

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The Hundred-Page Language Models Book: A Great Technical Intro to LLMs

KDnuggets

The Hundred-Page Language Models Book is the LLM book you shouldn't miss.

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@HPCpodcast: Dr. Ian Cutress on the State of Advanced Chips, the GPU Landscape and AI Compute, Global Chip Manufacturing and GTC Expectations

insideBIGDATA

[link] Just before GTC (and for the 100th episode of the @HPCpodcast and this one sponsored by liquid cooling company CoolIT), we welcome special guest and high-powered chip industry analyst Dr.

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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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Suse Champions Freedom Of Choice In Cloud Infrastructure Stack

Adrian Bridgwater for Forbes

Suse offers an end-to-end tech infrastructure stack that goes from the operating system kernel, through network & management layers all the way to the application.

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Amazon, Google and Meta commit to tripling nuclear energy by 2050

Dataconomy

Amazon, Google, and Meta Platforms have announced their support for tripling nuclear energy capacity worldwide by 2050, signing a pledge at the CERAWeek energy conference in Houston, Texas, on March 12, 2025. This pledge, nonbinding in nature, follows an earlier commitment adopted in December 2023 by over 20 countries, including the United States, at the U.N.

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Conversations with Trailblazing Women: Sarah Armstrong-Smith, Chief Security Advisor of Microsoft

Dataconomy

Sarah Armstrong-Smith has been Microsofts Chief Security Advisor for Europe since 2020. In this role, she offers strategic guidance to major customers, helping them navigate cloud adoption, digital transformation, and the ever-evolving landscape of cyber threats. We spoke with Sarah about her career journey, her perspectives on diversity in technology, and her advice for those looking to break into the tech industry.

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Elon Musk wants to use AI to run US gov’t, but experts say ‘very bad’ idea

Flipboard

Govt use of AI can go wrong in many ways, experts say, including lack of transparency on how tools are trained. Is Elon Musk planning to use artificial intelligence to run the US government? That seems to be his plan, but experts say it is a very bad idea.

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Tesla Cybertruck deliveries are on hold as trims are flying off the ‘bulletproof’ truck

Hacker News

According to Tesla delivery agents, Cybertruck deliveries are on hold. Theres a containment hold as many owners are reporting trims flying off the supposedly bulletproof electric truck.

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Sesame, the startup behind the viral virtual assistant Maya, open-sources its base AI model

Flipboard

Sesame, the AI company behind the impressively realistic voice assistant Maya, has released the base AI model powering Maya, as it recently promised. The model, which is 1 billion parameters in size (parameters referring to individual components of the model), is under an Apache 2.

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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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Huawei targeted in new European Parliament corruption probe

Hacker News

Chinese tech giant Huawei is at the centre of a new corruption case in Europes capital. On Thursday, Belgian police raided the homes of its lobbyists, Follow the Money and its media partners Le Soir and Knack can reveal.

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Robots, drones and AI: How next-generation tech is changing the global supply chain

Flipboard

Logistics companies globally are leaning into emerging technologies such as robots, drones and AI to speed up the supply chain and serve customers faster.

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Athena landed in a dark crater where the temperature was minus 280° F

Hacker News

The Athena spacecraft was not exactly flying blind as it approached the lunar surface one week ago. The software on board did a credible job of recognizing nearby craters, even with elongated shadows over the terrain. However, the lander's altimeter had failed. So while Athena knew where it was relative to the surface of the Moon, the lander did not know how far it was above the surface.

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10 startups to watch from Y Combinator’s W25 Demo Day

Flipboard

One of Silicon Valleys most storied startup accelerators, Y Combinator, held its Winter 2025 Demo Day on Wednesday, showcasing what its latest batch of 160 startups are cooking up.

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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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The Lost Art of Logarithms

Hacker News

A book about the history, use, and importance of logarithms

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China’s AI Hype Machine Kicks Into Overdrive

Flipboard

An AI frenzy is quickly spreading throughout China, with support from the government.

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Move over, Apple: Meet the alternative app stores coming to the EU

Hacker News

A list of some of the alternative app stores iPhone users in the EU can try today.

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OpenAI’s ‘creative writing’ AI evokes that annoying kid from high school fiction club

Flipboard

When I was 16, I attended a writing workshop with a group of precocious young poets, where we all tried very hard to prove who among us was the most tortured upper-middle-class teenager. One boy refused to tell anyone where he was from, declaring, Im from everywhere and nowhere.

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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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IO Devices and Latency

Hacker News

Take an interactive journey through the history of IO devices, and learn how IO device latency affects performance.

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Introducing Serverless Batch Inference

databricks

Generative AI is transforming how organizations interact with their data, and batch LLM processing has quickly become one of Databricks' most popular use cases. Last.

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Steam Networks

Hacker News

New York's skyscrapers soar above a century-old steam network that still warms the city. While the rest of the world moved to hot water, Manhattanites still buy steam by the megapound.

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French publishers and authors sue Meta over copyright works used in AI training

Flipboard

Three French trade groups are launching legal action against Meta over the company's widespread use of copyrighted works to train its generative AI model - all without authorization.

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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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The Church FAQ

Hacker News

A few years ago, we bought a church building. Since then, every time I mention it online and/or on social media, someone always responds, "wait, you bought a church, what" and then asks some standard questions.

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Google's Gemini Deep Research is now available to everyone

Flipboard

The tool is now powered by Gemini 2.0 Flash. After being one of the first companies to roll out a Deep Research feature at the end of last year, Google is now making that same tool available to everyone.

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How Pi Almost Wasn't

Hacker News

Since youre reading this essay, you probably already know about the mathematical holiday called Pi Day held on March 14th of each year in honor of the mystical quantity = 3.14.

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I've tested all the best AI agents including ChatGPT Deep Research and Gemini - these are the 5 top automated artificial intelligence tools you can try right now

Flipboard

Ive spent uncountable hours playing with AI assistants, seeing which ones are useful and in what way.

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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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The Long Flight to Teach an Endangered Ibis Species to Migrate

Hacker News

Our devastation of nature is so extreme that reversing even a small part of it requires painstaking, quixotic efforts.

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Why Organizations Must Capture Knowledge Before It’s Gone

Flipboard

Organizations have an invisible problem that is quietly eroding beneath the surface like a sinkhole. When experienced employees retire or move on, they take invaluable expertise with themknowledge that is gone forever.

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Middle Layers Excel: New Research Challenges Final-Layer Focus in Language Models

NYU Center for Data Science

The intermediate layers of large language models (LLMs) contain surprisingly rich representations that often outperform the final layer on downstream tasks, according to new research from CDS Research Scientist Ravid Shwartz-Ziv , CDS Professor Yann LeCun , and their collaborators. Their paper, Layer by Layer: Uncovering Hidden Representations in Language Models , led by Oscar Skean and Md Rifat Arefin , reveals that the conventional wisdom of using final-layer outputs for embeddings may be sub

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Navigating AI-powered cyber threats in 2025: 4 expert security tips for businesses

Flipboard

AI-powered cyber threats are reshaping security landscapes. Businesses that don't evolve will be vulnerable to increasingly sophisticated attacks - here's how to stay ahead.

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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.