The Download: how your data is being used to train AI, and why chatbots aren’t doctors

Millions of images of passports, credit cards, birth certificates, and other documents containing personally identifiable information are likely included in one of the biggest open-source AI training sets, new research has found. Thousands of images—including identifiable faces—were found in a small subset of DataComp CommonPool, a major AI training set for image generation scraped from […]

1 min read

SharePoint 0-Day, Chrome Exploit, macOS Spyware, NVIDIA Toolkit RCE and More

Even in well-secured environments, attackers are getting in—not with flashy exploits, but by quietly taking advantage of weak settings, outdated encryption, and trusted tools left unprotected. These attacks don’t depend on zero-days. They work by staying unnoticed—slipping through the cracks in what we monitor and what we assume is safe. What once looked suspicious now […]

33 mins read

How Kinde Billing Actually Works

If you’ve ever had to set up billing for a SaaS app, you already know the feeling: you’re knee-deep in Stripe’s dashboard, juggling webhooks, syncing subscription data, and somehow duct-taping everything together with your auth and RBAC system. It’s doable. But elegant? Not really. Kinde assumes something different: you’re building a product — and billing […]

9 mins read

How to do your job happier

Research scientist John Flournoy sits down with Ryan and Eira to dive into the recent research around developer experience, including the nuances of measuring productivity, the potential reasons for variability in developer performance, and the impacts of collaboration and competition on developer efficiency. Source link

1 min read

Adversarial Example Researchers Need to Expand What is Meant by ‘Robustness’

The hypothesis in Ilyas et. al. is a special case of a more general principle that is well accepted in the distributional robustness literature — models lack robustness to distribution shift because they latch onto superficial correlations in the data. Naturally, the same principle also explains adversarial examples because they arise from a worst-case analysis of distribution […]

11 mins read

Microsoft buys more than a billion dollars’ worth of excrement, including human poop, to clean up its AI mess — company will pump waste underground to offset AI carbon emissions

Microsoft has just signed a deal with Vaulted Deep, paying it to remove 4.9 million metric tons of waste over 12 years sourced from manure, sewage, and agricultural byproducts for injection deep underground. According to Inc., the current cost of CO2 removal with the company is $350 per ton. If you multiply that by Microsoft’s […]

2 mins read

DOJ Drops Charges Against Plastic Surgeon, Friend of RFK JR., For COVID Vaccine Fraud

from the injustice-league dept Back when the COVID-19 vaccines were first rolled out, to the surprise of nobody intelligent, fraud schemes around vaccination cards began to pop up. Groups, including some doctors, were illegally handing out vaccination cards without actually vaccinating anyone. One of those doctors, according to charges brought by the DOJ, was Michael […]

4 mins read