Ripple proposes “network maturity” test to determine when crypto tokens stop being securities

Key Takeaways Ripple Labs proposed a ‘maturity test’ to determine when crypto tokens should no longer be considered securities. Criteria include a $1 billion market value threshold, 10-year operational network, and an open, permissionless structure. Share this article Ripple has proposed a new legislative framework to determine when crypto tokens should no longer be considered […]

4 mins read

Talk Your Book: Investing in Goldminers

Advertisement Build Your RIA Your Way with Betterment Advisor Solutions Betterment Advisor Solutions is the all-in-one custodial platform purpose-built for independent RIAs. Get the technology and support to serve more clients, more efficiently, across investing, retirement, and cash. Today’s Talk Your Book is brought to you by VanEck: See here for more information on VanEck’s […]

7 mins read

Communicating with Interactive Articles

Computing has changed how people communicate. The transmission of news, messages, and ideas is instant. Anyone’s voice can be heard. In fact, access to digital communication technologies such as the Internet is so fundamental to daily life that their disruption by government is condemned by the United Nations Human Rights Council . But while the […]

47 mins read

Research roadmap update, May 2025

Stack Overflow isn’t just a platform for asking and answering coding questions, it’s also a rich ecosystem for understanding the challenges, trends, and behaviors within the developer community. Behind the scenes, a dedicated team of researchers employ a variety of methodologies to gain valuable insights into how developers learn, collaborate, and problem solve. This research […]

6 mins read

Understanding RL Vision

Contents In this article, we apply interpretability techniques to a reinforcement learning (RL) model trained to play the video game CoinRun . Using attribution combined with dimensionality reduction as in , we build an interface for exploring the objects detected by the model, and how they influence its value function and policy. We leverage this […]

53 mins read

Naturally Occurring Equivariance in Neural Networks

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. Curve Detectors High-Low Frequency Detectors Contents Convolutional neural networks contain a hidden world of symmetries within themselves. This symmetry is a powerful tool in understanding the features and circuits […]

27 mins read