Tootfinder

I was taught in biology class in school that being able to roll your tongue is a genetic trait and an example of Mendelian inheritance.
This is false. It‘s a myth that science has long debunked.
https://www.pbs.org/newshour/science/genetic-myth-textbook…

Debunking the biggest genetic myth of the human tongue
You didn’t inherit your tongue rolling ability from your parents.

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Xiao Tong, Jingbo Zhu
https://arxiv.org/abs/2509.22463

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
High-order numerical methods enhance Transformer performance in tasks like NLP and CV, but introduce a performance-efficiency trade-off due to increased computational overhead. Our analysis reveals that conventional efficiency techniques, such as distillation, can be detrimental to the performance of these models, exemplified by PCformer. To explore more optimizable ODE-based Transformer architectures, we propose the \textbf{I}terative \textbf{I}mplicit \textbf{E}uler \textbf{T}ransformer \text…

from my link log —
Type theory and functional programming. (1999)
https://www.cs.cornell.edu/courses/cs6110/2015sp/textbook/Simon Thompson textbook.pdf
saved 2025-08-14

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning
Hieu Tran, Zonghai Yao, Nguyen Luong Tran, Zhichao Yang, Feiyun Ouyang, Shuo Han, Razieh Rahimi, Hong Yu
https://arxiv.org/abs/2509.22315

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning
Inspired by the dual-process theory of human cognition from \textit{Thinking, Fast and Slow}, we introduce \textbf{PRIME} (Planning and Retrieval-Integrated Memory for Enhanced Reasoning), a multi-agent reasoning framework that dynamically integrates \textbf{System 1} (fast, intuitive thinking) and \textbf{System 2} (slow, deliberate thinking). PRIME first employs a Quick Thinking Agent (System 1) to generate a rapid answer; if uncertainty is detected, it then triggers a structured System 2 rea…

Handy am Steuer? Zack, 100 Euro und ein Punkt in Flensburg. 💸 Rheinland-Pfalz will kontrolliert zukünftig noch konsequenter: Nach einer erfolgreichen Testphase soll die Polizei landesweit auf spezielle Handy-Blitzer setzen. 🚗📱
Zum Artikel: https://heise.de/-10673346

"They’re unknowingly becoming the bad guys”: AI-powered bounty hunters think they’re helping, but their fabricated bug reports are overwhelming solo maintainers like cURL’s Daniel Stenberg—who’s paid $92K for real flaws and now may scrap the program.
https://www.

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol
Wei Ma, Yixiao Yang, Qiang Hu, Shi Ying, Zhi Jin, Bo Du, Zhenchang Xing, Tianlin Li, Junjie Shi, Yang Liu, Linxiao Jiang
https://arxiv.org/abs/2508.20737

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol
Applications of Large Language Models~(LLMs) have evolved from simple text generators into complex software systems that integrate retrieval augmentation, tool invocation, and multi-turn interactions. Their inherent non-determinism, dynamism, and context dependence pose fundamental challenges for quality assurance. This paper decomposes LLM applications into a three-layer architecture: \textbf{\textit{System Shell Layer}}, \textbf{\textit{Prompt Orchestration Layer}}, and \textbf{\textit{LLM In…

The House Homeland Security Committee asks Dario Amodei to testify at a December 17 hearing about how Chinese state actors used Claude Code for cyber-espionage (Sam Sabin/Axios)
https://www.axios.com/2025/11/26/anthropic-google-cloud-quantum-xch…

Exclusive: Anthropic CEO called to testify on Chinese AI cyberattack
The request comes weeks after Anthropic said China used Claude Code in an espionage campaign.

I think I just wasted an hour writing a thoughtful e-mail when “yeah, whatever” would’ve be sufficient, i.e., the end result is likely to be the same.

I think I just wasted an hour writing a thoughtful e-mail when “yeah, whatever” would’ve be sufficient, i.e., the end result is likely to be the same.