Thu.Jun 05, 2025

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Top 5 Alternative Data Career Paths and How to Learn Them for Free

KDnuggets

How about some alternative options for a data career? Learn about five non-standard career paths, required skills, and how to learn them for free.

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10 MLOps Tools for Machine Learning Practitioners to Know

Machine Learning Mastery

Machine learning is not just about building models.

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Cysteine depletion triggers adipose tissue thermogenesis and weight loss

Hacker News

Caloric restriction and methionine restriction-driven enhanced lifespan and healthspan induces ‘browning’ of white adipose tissue, a metabolic response that increases heat production to defend core body temperature. However, how specific dietary amino acids control adipose thermogenesis is unknown. Here, we identified that weight loss induced by caloric restriction in humans reduces thiol-containing sulfur amino acid cysteine in white adipose tissue.

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How much information do LLMs really memorize? Now we know, thanks to Meta, Google, Nvidia and Cornell

Flipboard

Most people interested in generative AI likely already know that Large Language Models (LLMs) like those behind ChatGPT, Anthropics Claude, and Googles Gemini are trained on massive datasets: trillions of words pulled from websites, books, codebases, and, increasingly, other media such as

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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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Tokasaurus: An LLM inference engine for high-throughput workloads

Hacker News

--> Scaling Intelligence Lab Home About --> · Publications · Blogs · Code @mitvis on GitHub --> @mitvis on Twitter --> Tokasaurus: An LLM Inference Engine for High-Throughput Workloads Jordan Juravsky Stanford Ayush Chakravarthy Stanford Ryan Ehrlich Stanford Sabri Eyuboglu Stanford Bradley Brown Stanford Joseph Shetaye Stanford Christopher Ré Stanford Azalia Mirhoseini Stanford TL;DR We’re releasing Tokasaurus, a new LLM inference engine optimized for throughput-intensive w

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The Fine Art of Bad Writing | Los Angeles Review of Books

Flipboard

The Fine Art of Bad Writing Dan Sinykin interviews Tom Comitta about their latest project, Peoples Choice Literature: The Most Wanted and Unwanted

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Manus has kick-started an AI agent boom in China

Flipboard

A stampede of contenders and copycats has followed the launch of the general AI agent, but China’s internet restrictions have so far made it easier to cater to overseas users.

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From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning

Hacker News

Humans organize knowledge into compact categories through semantic compression by mapping diverse instances to abstract representations while preserving meaning (e.g., robin and blue jay are both birds; most birds can fly). These concepts reflect a trade-off between expressive fidelity and representational simplicity. Large Language Models (LLMs) demonstrate remarkable linguistic abilities, yet whether their internal representations strike a human-like trade-off between compression and semantic

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A multimodal vision foundation model for clinical dermatology

Flipboard

Diagnosing and treating skin diseases require advanced visual skills across domains and the ability to synthesize information from multiple imaging modalities. While current deep learning models excel at specific tasks such as skin cancer diagnosis from dermoscopic images, they struggle to meet the complex, multimodal requirements of clinical practice.

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Rule Output Settings within a Project in IBM Knowledge Catalog: Standardising Data Quality at Scale

IBM Data Science in Practice

Photo by DongGeun Lee on Unsplash In todays fast-paced, data-driven world, high-quality dataaccurate, complete, and consistentis foundational to everything from regulatory compliance and analytics to AI and strategic decision-making. However, as enterprises scale, managing data quality rules becomes increasingly complex and repetitive. Recognising this challenge, IBM has introduced a significant enhancement in IBM Knowledge Catalog (IKC) version 5.1.2 : Project-Level Settings for Data Quality Ru

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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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Things Humans Still Do Better Than AI: Understanding Flowers

Flipboard

Unlike humans, large language models can't learn via physical senses such as sight, smell, and touch (yet).

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Longevity Is Now a Factor When Picking an Embryo for IVF

Hacker News

Comments

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India is reaching for its own world-class AI engine

Flipboard

Despite thousands of AI startups cropping up in India, the nation has yet to produce its own premium AI engine. Why is there no Indian version of DeepSeek or ChatGPT?

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Run Python in Your Browser with PyScript

Analytics Vidhya

In recent years, Python has become one of the most widely used programming languages. However, Python hasn’t played a large role when it comes to web development specifically, until now. PyScript is here to change that. It is a new framework that allows you to run Python code directly on your web browser using only […] The post Run Python in Your Browser with PyScript appeared first on Analytics Vidhya.

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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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AI model predicts new metal-doped compounds with enhanced mechanical properties

Flipboard

A research team from Skoltech, AIRI, Tomsk Polytechnic University, and Sber has proposed and tested an approach to predicting the modification of

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Phptop: Simple PHP ressource profiler, safe and useful for production sites

Hacker News

PHP basic ressource profiler (CPU/memory), safe and useful for production sites - bearstech/phptop

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India is reaching for its own world-class AI engine

Flipboard

Despite thousands of AI startups cropping up in India, the nation has yet to produce its own premium AI engine. Why is there no Indian version of DeepSeek or ChatGPT?

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Google Restricts Android Sideloading–What It Means for User Autonomy and Freedom

Hacker News

Purism makes premium phones, laptops, mini PCs and servers running free software on PureOS. Purism products respect people's privacy and freedom while protecting their security.

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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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Run small language models cost-efficiently with AWS Graviton and Amazon SageMaker AI

Flipboard

As organizations look to incorporate AI capabilities into their applications, large language models (LLMs) have emerged as powerful tools for natural language processing tasks. Amazon SageMaker AI provides a fully managed service for deploying these machine learning (ML) models with multiple inference options, allowing organizations to optimize for cost, latency, and throughput.

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Rare black iceberg spotted off Labrador coast could be 100k years old

Hacker News

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Loss Functions Explained: Understand the Maths in Just 2 Minutes Each

Flipboard

I must say, with the ongoing hype around machine learning, a lot of people jump straight to the application side without really understanding how things work behind the scenes.

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Apple Notes Will Gain Markdown Export at WWDC, and, I Have Thoughts

Hacker News

Link to: [link]

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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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2 AI Growth Stocks That Could Help Set You Up for Life

Flipboard

The artificial intelligence (AI) market has grown like a weed over the past decade. That rapid expansion -- which was fueled by more sophisticated cloud computing services, large language models, and generative AI applications -- lit a blazing fire under some high-growth tech stocks.

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Understanding the PURL Specification (Package URL)

Hacker News

Learn about PURL the Package URL Specification including its utility for SBOM management and how it compares to other unique identifiers.

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AI scientist discovers cancer treatment hiding in plain sight within common OTC med

Flipboard

The research team, led by the University of Cambridge, used the GPT-4 large language model (LLM) to sift through extensive heaps of scientific literature in order to identify potential new cancer drugs.

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Securing the AI Lifecycle: Databricks Ventures Invests in Noma Security

databricks

Today, we're announcing an important addition to the Databricks Ventures portfolio: Noma Security, an emerging leader in AI security and governance.

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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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Making AI work is increasingly a matter of the network, latest benchmark test shows

Flipboard

MLCommons' AI training tests show that the more chips you have, the more critical the network that's between them.

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Building an AI server on a budget

Hacker News

A detailed walkthrough of how I built my own AI server from scratch, with a budget of $1.3K.

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Emotional AI companions may cause psychological harm, study warns

Dataconomy

New research reveals over a dozen concerning behaviors in AI chat companions, including harassment, abuse, and privacy violations AI companions, chatbots designed to offer emotional support, may pose serious psychological and social risks to users, according to a new study from the National University of Singapore. The findings were presented at the 2025 Conference on Human Factors in Computing Systems and highlight a wide range of harmful behaviors in real-world interactions.

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AtoB (YC S20) – Stripe for Transportation – is hiring engineers

Hacker News

AtoB Jobs

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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?