Tootfinder

I came home to a letter addressed to both of us by name and I assumed it was mortgage since few things address both of us. I left it for J to indulge her childlike pleasure of opening mail.
It was actually a campaign letter from Reform UK. I assure you neither of us are members so I can only assume they got our names from the edited electoral roll.
I can't remember any other party ever writing to me by name before, it's always just been "occupant" or similar.

xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
Cheng Qian, Zuxin Liu, Shirley Kokane, Akshara Prabhakar, Jielin Qiu, Haolin Chen, Zhiwei Liu, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang
https://arxiv.org/abs/2510.08439

xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
Modern LLM deployments confront a widening cost-performance spectrum: premium models deliver strong reasoning but are expensive, while lightweight models are economical yet brittle on complex tasks. Static escalation rules and keyword heuristics under-utilize this spectrum and fail to adapt across task types. We present xRouter, a tool-calling-based routing system in which a learned router can either answer directly or invoke one or more external models. The router is trained end-to-end with re…

Smart-Home-Hub für die Wand: Aqara S1 Plus mit Siri- und AirPlay-Anbindung
Aqara hat sein Smart-Home-Kontrollzentrum für Apple-Nutzer aufgerüstet – bevor Apple voraussichtlich selbst ein solches Produkt auf den Markt bringt.

Trajectory Conditioned Cross-embodiment Skill Transfer
YuHang Tang, Yixuan Lou, Pengfei Han, Haoming Song, Xinyi Ye, Dong Wang, Bin Zhao
https://arxiv.org/abs/2510.07773 https:/…

Trajectory Conditioned Cross-embodiment Skill Transfer
Learning manipulation skills from human demonstration videos presents a promising yet challenging problem, primarily due to the significant embodiment gap between human body and robot manipulators. Existing methods rely on paired datasets or hand-crafted rewards, which limit scalability and generalization. We propose TrajSkill, a framework for Trajectory Conditioned Cross-embodiment Skill Transfer, enabling robots to acquire manipulation skills directly from human demonstration videos. Our key …

Podemos's maximalist posture is preventing Spain enacting an arms embargo on Israel. Other parties (Sumar, ERC) agree it's inadequate but say they can then work to strengthen it, e.g. with surveillance at ports.
Un embargo de armas como respuesta a un genocidio

Un embargo de armas como respuesta a un genocidio
El decreto del embargo de armas a Israel recibirá el apoyo de los socios del Gobierno, pero Podemos se niega en el pleno a garantizar su aprobación por considerarlo falso e insuficiente. Álvarez de Toledo utiliza hechos desacreditados sobre el ataque de Hamás en 2023 para atacar al Gobierno

Now, for any person with a shred of moral dignity, there's some time during US history where you would have to admit that an insurrection or rebellion was necessary. Only complete scum bag fascists would try to argue that a slave revolt wasn't an absolute good, and that it was a bad thing when those revolts were crushed. Anyone with a shred of moral decency has to admit that there is at least one point in US history where the nation was doing something so incredibly evil, that it would have been good if people would have rose up and stopped it.
Today we're talking about the displacement and genocide of people in Gaza. We can look at any number of genocide on US soil carried out by the US government. Who, with any moral clarity, wouldn't point to those and want to believe that they would have resisted, violently if necessary, against those slaughters. Who, that today condemns slavery, could look at John Brown and not wish to have the moral integrity to fight and die along side of him?
Every liberal who actually believes in justice, who isn't just virtue signaling out of guilt, should be able to point to a time in history where they would absolutely agree with the most militant resistance. For those folks, I always wonder, when did that evil end? Where is your line? Have you thought about that?

Quantifying Gender Stereotypes in Japan between 1900 and 1999 with Word Embeddings
Shintaro Sakai, Haewoon Kwak, Jisun An, Akira Matsui
https://arxiv.org/abs/2510.03905 https://…

Quantifying Gender Stereotypes in Japan between 1900 and 1999 with Word Embeddings
We quantify the evolution of gender stereotypes in Japan from 1900 to 1999 using a series of 100 word embeddings, each trained on a corpus from a specific year. We define the gender stereotype value to measure the strength of a word's gender association by computing the difference in cosine similarity of the word to female- versus male-related attribute words. We examine trajectories of gender stereotype across three traditionally gendered domains: Home, Work, and Politics, as well as occupatio…

Multi-Channel Amplitude-Phase Asymmetric-Encrypted Janus Acoustic Meta-Holograms
Haohan Zeng, Zhenyu He, Tianxiang Zhang, Xiao Guo, Xinghao Hu, Youyu Mo, Tingting Li, Feilong Mao, Haiyan Fan, Xudong Fan, Weiwei Kan, Yifan Zhu, Hui Zhang, Guodong Yin, Badreddine Assouar
https://arxiv.org/abs/2510.05789

Multi-Channel Amplitude-Phase Asymmetric-Encrypted Janus Acoustic Meta-Holograms
Encrypted optical and acoustic meta-holograms only focus on the encrypted hologram in a single channel, viz. modulating spatial amplitude to project a holographic image. In this research, the unique concept of multi-channel amplitude-phase asymmetric-encrypted Janus acoustic meta-holograms is proposed, demonstrating remarkable capabilities of generating, encrypting, and decrypting both amplitude and phase holographic images on both sides of a metascreen. The flexible and decoupled manipulation …

Apple and Home Office agree to drop legal claim over encryption backdoor
https://www.computerweekly.com/news/366632561/Apple-and-Home-Office-agree-to-drop-legal-claim-over-encryption-backdoor

Apple and Home Office agree to drop legal claim over encryption backdoor
Investigatory Powers Tribunal rules that Apple’s appeal against the Home Office will no longer proceed because of a ‘change in circumstances’

A Comparison of Star Formation Rates by Different Tracers in Nearby Galaxies
Huynh Anh N. Le, Jong-Hak Woo, Yongquan Xue, Ashraf Ayubinia, Changseok Kim, Xiaozhi Lin
https://arxiv.org/abs/2510.05687

A Comparison of Star Formation Rates by Different Tracers in Nearby Galaxies
We utilize a large sample of $\sim$113,000 galaxies ($z < 0.3$) from the Sloan Digital Sky Survey with high-quality data to compare star formation rates (SFRs) across multiple diagnostic methods and examine their connection to Active Galactic Nuclei (AGNs) strength, indicated by Eddington ratio. Our sample encompassed star-forming (SF), composite, Seyfert, and LINER galaxies. Our analysis utilizes various SFRs indicators, including observed infrared flux ($\rm SFR_{FIR}$) from AKARI/Herschel ($…