Show HN: Understudy – Teach a desktop agent by demonstrating a task once
https://github.com/understudy-ai/understudy
https://github.com/understudy-ai/understudy
GitHub
GitHub - understudy-ai/understudy: An understudy watches. Then performs.
An understudy watches. Then performs. Contribute to understudy-ai/understudy development by creating an account on GitHub.
Show HN: Aurion OS – A 32-bit GUI operating system written from scratch in C
https://github.com/Luka12-dev/AurionOS
https://github.com/Luka12-dev/AurionOS
GitHub
GitHub - Luka12-dev/AurionOS: A custom 32-bit x86 operating system built from scratch in C and Assembly. Features a graphical window…
A custom 32-bit x86 operating system built from scratch in C and Assembly. Features a graphical window manager, TCP/IP stack, and custom filesystem. Developed solo in 14 days. by a 13-year-old - Lu...
White House plan to break up iconic U.S. climate lab moves forward
https://www.science.org/content/article/white-house-plan-break-iconic-u-s-climate-lab-moves-forward
https://www.science.org/content/article/white-house-plan-break-iconic-u-s-climate-lab-moves-forward
Science
White House plan to break up iconic U.S. climate lab moves forward
Bidders have lined up to take over pieces of the National Center for Atmospheric Research
Israeli military drops charges against soldiers accused of abusing Palestinian d
https://www.bbc.com/news/articles/cm2xrz71zm3o
https://www.bbc.com/news/articles/cm2xrz71zm3o
Bbc
Israeli military drops charges against soldiers accused of abusing Palestinian detainee
The Israeli military's top lawyer cites "exceptional circumstances" for dropping the case involving a Palestinian man held at Sde Teiman military prison.
Innocent woman jailed after being misidentified using AI facial recognition
https://www.grandforksherald.com/news/north-dakota/ai-error-jails-innocent-grandmother-for-months-in-north-dakota-fraud-case
https://www.grandforksherald.com/news/north-dakota/ai-error-jails-innocent-grandmother-for-months-in-north-dakota-fraud-case
The AI coding divide: craft lovers vs. result chasers
https://blog.lmorchard.com/2026/03/11/grief-and-the-ai-split/
https://blog.lmorchard.com/2026/03/11/grief-and-the-ai-split/
blog.lmorchard.com
Grief and the AI Split
TL;DR: AI-assisted coding is revealing a split among developers that was always there but invisible when we all worked the same way. I've felt the grief too—but mine resolved differently than I expected, and I think that says something about what kind of…
Tennessee grandmother jailed after AI face recognition error links her to fraud
https://www.theguardian.com/us-news/2026/mar/12/tennessee-grandmother-ai-fraud
https://www.theguardian.com/us-news/2026/mar/12/tennessee-grandmother-ai-fraud
the Guardian
Tennessee grandmother jailed after AI facial recognition error links her to fraud
Angela Lipps spent nearly six months in jail after AI software linked her to a North Dakota bank fraud case
Why Technology Makes Us More Productive but Not Richer
https://www.fullstackpm.tech/blog/productivity-paradox-capital-lockup
https://www.fullstackpm.tech/blog/productivity-paradox-capital-lockup
fullstackpm.tech
The Productivity Paradox: Why Technology Makes the Economy More Efficient But Most People No Richer — fullstackpm.tech
Every decade, technology makes us dramatically more productive. Every decade, GDP growth slows. These two facts should not coexist — and understanding why they do reveals the defining economic tension of our era.
AI toys for children misread emotions and respond inappropriately
https://www.bbc.co.uk/news/articles/clyg4wx6nxgo
https://www.bbc.co.uk/news/articles/clyg4wx6nxgo
BBC News
AI toys for young children need tighter rules, researchers warn
In first study of its kind, Cambridge researchers found AI toys could misread some children's emotions.