Stress-Test Node & Link Models with One Click: Meet HypNF

Table of Links Abstract and 1. Introduction Related work HypNF Model 3.1 HypNF Model 3.2 The S1/H2 model 3.3 Assigning labels to nodes HypNF benchmarking framework Experiments 5.1 Parameter Space 5.2 Machine learning models Results Conclusion, Acknowledgments and Disclosure of Funding, and References A. Empirical validation of HypNF B. Degree distribution and clustering control in … Read more

Polymarket’s Top Trader Bets on a 50bps Fed Rate Cut Next Week

A leading trader on decentralized betting platform Polymarket, who goes by the name JustWakingUp, is wagering that the Federal Reserve (Fed) will cut interest rates by 50 basis points (bps) next week. According to X handle Polymarket Whales, JustWakingUp is the platform’s most prolific trader, boasting nearly $400 million in total trading volume to date … Read more

Nikon’s first RED co-brand is the Nikon ZR

Nikon has just unveiled the ZR, its first official co-brand with RED, the cinema camera company it purchased in April of last year. The ZR takes what Nikon has already been doing well, with its heavily adaptable Z-mount, internal RAW video recording and popular color science and turns it up to 11 for video shooters. … Read more

A Hyperbolic Benchmark for Stress-Testing GNNs Across Degree, Clustering, and Homophily

:::info Authors: (1) Roya Aliakbarisani, this author contributed equally from Universitat de Barcelona & UBICS (roya_aliakbarisani@ub.edu); (2) Robert Jankowski, this author contributed equally from Universitat de Barcelona & UBICS (robert.jankowski@ub.edu); (3) M. Ángeles Serrano, Universitat de Barcelona, UBICS & ICREA (marian.serrano@ub.edu); (4) Marián Boguñá, Universitat de Barcelona & UBICS (marian.boguna@ub.edu). ::: Table of Links Abstract … Read more

Your Product Feels Complex? Give It a Spine

The Call Where It Finally Clicked Last week, I was on Zoom with a founder who looked completely wrung out. “Our product is getting too complex,” he said, scrolling through screenshots that were… fine. Clean. Sensible. The sort of UI that photographs well. And yet something felt off, the way a tidy room can still … Read more

What Next as XRP Slumps After Failed Breakout Above $3

XRP struggled to maintain momentum above the $3.00 threshold on September 9–10, with heavy institutional selling wiping out early gains. Despite a push to $3.035, volume-driven liquidation erased upside attempts and pulled the asset back to $2.94 by session close. The move is indicative of mounting resistance near $3.02, even as traders weigh ETF catalysts … Read more