Tootfinder

New project post: AnotterKiosk
AnotterKiosk is another full-page web-browser OS for Pi's and other PCs, displays a webpage in full screen 24/7.
It has support for multi-touch input, a watchdog/heartbeat feature, local webserver, fully read-only root FS (won't kill SD cards, ever!), manual EDID overrides, configurable caching, reverse SSH tunnel support...
Can be used for signs, conference info screens, dashboards, home automation, etc.

Poolformer: Recurrent Networks with Pooling for Long-Sequence Modeling
Daniel Gallo Fern\'andez
https://arxiv.org/abs/2510.02206 https://arxiv.org/pdf/…

Poolformer: Recurrent Networks with Pooling for Long-Sequence Modeling
Sequence-to-sequence models have become central in Artificial Intelligence, particularly following the introduction of the transformer architecture. While initially developed for Natural Language Processing, these models have demonstrated utility across domains, including Computer Vision. Such models require mechanisms to exchange information along the time dimension, typically using recurrent or self-attention layers. However, self-attention scales quadratically with sequence length, limiting …

How Large Language Models are Designed to Hallucinate
Richard Ackermann, Simeon Emanuilov
https://arxiv.org/abs/2509.16297 https://arxiv.org/pdf/2509.16297…

How Large Language Models are Designed to Hallucinate
Large language models (LLMs) achieve remarkable fluency across linguistic and reasoning tasks but remain systematically prone to hallucination. Prevailing accounts attribute hallucinations to data gaps, limited context, or optimization errors. We argue instead that hallucination is a structural outcome of the transformer architecture. As coherence engines, transformers are compelled to produce fluent continuations, with self-attention simulating the relational structure of meaning but lacking t…