Self-Organising Textures

Contents This article is part of the Differentiable Self-organizing Systems Thread, an experimental format collecting invited short articles delving into differentiable self-organizing systems, interspersed with critical commentary from several experts in adjacent fields. Self-classifying MNIST Digits Adversarial Reprogramming of Neural Cellular Automata Neural Cellular Automata (NCA We use NCA to refer to both Neural Cellular […]

42 mins read

Hong Kong’s web3 moment: Blink and you’ll miss it

The following is a guest post and opinion from Sandy Peng, Co-Founder of Scroll. Over 1,000 FinTech companies and nearly 5,000 startups now call Hong Kong home, a 15% jump in just one year. Hong Kong has rapidly transformed into one of Asia’s most dynamic innovation hubs, having just been named the second-most crypto-friendly city […]

6 mins read

Multimodal Neurons in Artificial Neural Networks

Acknowledgments We are deeply grateful to Sandhini Agarwal, Daniela Amodei, Dario Amodei, Tom Brown, Jeff Clune, Steve Dowling, Gretchen Krueger, Brice Menard, Reiichiro Nakano, Aditya Ramesh, Pranav Shyam, Ilya Sutskever and Martin Wattenberg. Author Contributions Gabriel Goh: Research lead. Gabriel Goh first discovered multimodal neurons, sketched out the project direction and paper outline, and did […]

11 mins read

Bitcoin’s price spike supported by ETF demand as stablecoin buying power remains low

The exchange stablecoins ratio (ESR) and stablecoin supply ratio (SSR) provide important insight into Bitcoin’s liquidity and potential buying power. ESR measures the proportion of stablecoins relative to Bitcoin exchange reserves, serving as a gauge of spot liquidity. A low ESR reflects limited immediate buying power, while a high ESR points to abundant capital waiting […]

3 mins read

Bitcoin mining pushes sustainability agenda with over 50% of energy generated from renewables

Sustainable energy accounts for more than half of Bitcoin (BTC) mining consumption as of the first quarter, according to the Cambridge Centre for Alternative Finance’s Digital Mining Industry Report.  Despite higher energy consumption, the industry’s reliance on sustainable energy increased, and operational metrics indicated a push toward long-term resilience through diversification and innovation. Estimated annual […]

3 mins read

Banking on innovation: Engineering excellence in regulated financial services

Today’s financial services engineer has two needs. One is cutting-edge tech and frictionless access, and the other is robust security and risk management. Balancing both is tricky. “We might be a highly regulated, centuries-old bank, but when engineers join us, their expectations are cutting-edge tech and fast access to data, with a self-serve process,” explains […]

7 mins read

Branch Specialization

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. Visualizing Weights Weight Banding Introduction If we think of interpretability as a kind of “anatomy of neural networks,” most of the circuits thread has involved studying tiny little veins […]

21 mins read