Curve Detectors

This article is part of the Circuits thread, an experimental format collecting invited short articles and critical commentary delving into the inner workings of neural networks. An Overview of Early Vision in InceptionV1Naturally Occurring Equivariance in Neural Networks Every vision model we’ve explored in detail contains neurons which detect curves. Curve detectors in vision models […]

49 mins read

The 16 best gifts for dads

I’ve loved Withings’ hybrid watches, which put all the health tech you need into an analog watch body, for more than a decade. The ScanWatch Nova crams the ScanWatch 2’s hardware into a diver’s watch body and looks far more luxurious than it actually costs. And, of course, it’s got all the fancy health and […]

1 min read

Cybercriminals Target AI Users with Malware-Loaded Installers Posing as Popular Tools

Fake installers for popular artificial intelligence (AI) tools like OpenAI ChatGPT and InVideo AI are being used as lures to propagate various threats, such as the CyberLock and Lucky_Gh0$t ransomware families, and a new malware dubbed Numero. “CyberLock ransomware, developed using PowerShell, primarily focuses on encrypting specific files on the victim’s system,” Cisco Talos researcher […]

7 mins read

GitHub Copilot: AI-Powered Development with Intelligent Code Assistance

Your AI Pair Programming Partner GitHub Copilot transforms the developer experience with AI-powered code completions, chat assistance, and intelligent code reviews. Backed by advanced AI models including Claude, GPT, and Gemini, Copilot provides contextualized assistance throughout the software development lifecycle. Developers using GitHub Copilot report up to 75% higher job satisfaction and are up to […]

2 mins read

Inside GitHub: How we hardened our SAML implementation

For over a decade, GitHub has offered enterprise authentication using SAML (Security Assertion Markup Language), starting with our 2.0.0 release of GitHub Enterprise Server in November 2014. SAML single sign-on (SSO) allows enterprises to integrate their existing identity providers with a broad range of GitHub products, extend conditional access policies, and bring enterprise organization management […]

25 mins read