And naturally, all those other fancy coins – the ‘altcoins,’ as the young folks call ’em – are lookin’ paler than a ghost in a graveyard. That Ethereum, bless its heart, is sniffin’ around under $3,000. And XMR, she’s really taken a beatin’, I hear.
![The model distinguishes itself from traditional Federated Graph Neural Networks by establishing a communication structure-indicated by sequential exchanges [latex]❶[/latex], [latex]❷[/latex], and [latex]❸[/latex]-between server and clients, fundamentally altering the flow of information during the learning process.](https://arxiv.org/html/2601.15722v1/x1.png)
A new approach drastically cuts communication costs in federated graph learning, enabling more practical and privacy-preserving analysis of complex network data.
New research reveals that artificial intelligence systems used to prioritize patients in emergency rooms can exhibit subtle biases, potentially leading to unequal care.
The popular show Phineas and Ferb, which aired on Disney Channel from 2007 to 2015, is making a comeback, and Disney is considering new seasons. While the show has seen a resurgence, its related movies haven’t been revisited – until now.
According to the venerable analysts of CryptoQuant, who have been meticulously charting the tides of fortunes since time immemorial, the last such moment of collective groaning occurred in October 2023. Since December 23rd last year, a staggering 69,000 BTC have vanished like a misplaced hat from a toffee-nosed investor’s portfolio. It is a scenario one might imagine in a farcical play, where every character declares, “I’ve lost my plot!”
A new framework focuses on quantifying uncertainty directly in the learned representations, leading to more stable, calibrated, and robust AI models.
A new machine learning framework pinpoints the minimal data needed to accurately predict lake water clarity, streamlining monitoring efforts and improving resource management.
James Gunn, co-CEO of DC Studios, recently shared his opinion on Marvel’s upcoming Deadpool & Wolverine while promoting his film Superman. During an appearance on Dax Shepard’s Armchair Expert podcast, Shepard asked Gunn to name some of the best superhero movies ever made. After mentioning Spider-Man: Into the Spider-Verse, Superman: The Movie, and Iron Man, Shepard steered the conversation towards the Deadpool films. Gunn responded that he enjoyed all three, and described Deadpool & Wolverine as “very messy… But so freaking funny:”
A new version of the Dragon Ball Super story arc featuring Beerus – originally based on the 2013 film Dragon Ball Z: Battle of Gods – was announced at the Dragon Ball Genkidamatsuri event. This event celebrated the 40th anniversary of the Dragon Ball franchise and took place in Japan on January 25, 2026.
![The weighting function [latex]\Omega(p_t, f_c)[/latex] demonstrates an asymmetric relationship between prediction confidence [latex]p_t[/latex] and class frequency [latex]f_c[/latex], utilizing a pivotal point ω to differentiate low-confidence regions and facilitate smooth transitions between patterns characteristic of both tail and head classes.](https://arxiv.org/html/2601.15924v1/wireframe.png)
A new approach dynamically adjusts training to prioritize challenging examples from underrepresented classes, improving performance on imbalanced datasets.