Tootfinder

NL2GenSym: Natural Language to Generative Symbolic Rules for SOAR Cognitive Architecture via Large Language Models
Fang Yuan, Junjie Zeng, Yue Hu, Zhengqiu Zhu, Quanjun Yin, Yuxiang Xie
https://arxiv.org/abs/2510.09355

NL2GenSym: Natural Language to Generative Symbolic Rules for SOAR Cognitive Architecture via Large Language Models
SOAR, a classic symbol-based cognitive architecture, has been fostering the development of general, human-like intelligent agents. Nevertheless, its practical adoption is hindered by the laborious manual rule coding. Emerging Large Language Models (LLMs) present the immense potential for efficient rules generation. However, there is a critical gap that current research predominantly focuses on conceptual frameworks and lacks robust experimental validation. To bridge this gap, we propose \textit…

In der deutschen Geschichte gibt es mehrere Auswander-Wellen in unterschiedliche Gegenden der Erde. Und ungefähr jedesmal hatten die Ureinwohner der Gegenden wenig bis nichts zu lachen. ARTE liefert euch 3x 55min zur persönlichen Weiterbildung in deutscher Geschichte. Rundfunkbeitrag bei der Arbeit, enjoy: http…

Auswandern! Deutsche Schicksale aus drei Jahrhunderten - Geschichte | ARTE
Deutsche Auswanderer haben – im Guten wie im Schlechten – die Welt geprägt. Was 1618, zu Beginn des 30-jährigen Krieges am Rhein begann, wird zur Geschichte einer Migration über drei Jahrhunderte und vier Kontinente. Millionen Deutschsprachige flohen vor Verfolgung, Hunger und Kälte, suchten in der Ferne ein besseres Leben – und wurden dabei oft zu Spielbällen im Machtkampf um neue Territorien. Eine Geschichte von Hoffnung, Flucht und Neuanfang.

Noem warns far-left Antifa is 'just as sophisticated' as Hamas, MS-13, ISIS (Steven Nelson/New York Post)
https://nypost.com/2025/10/08/us-news/noem-warns-far-left-antifa-is-just-as-sophisticated-as-ms-13-hamas-they-have-an-agenda-to-destroy-us/
http://www.memeorandum.com/251008/p145#a251008p145

It is refreshing to recognize that the universe has no inherent meaning, and that I am free to create my own meaning on this blank page, one that ultimately burns away when I die.
This realization makes it so much easier for me to let go of my social media accounts, and honestly, that is a relief.
#Nihilism

Beyond the Algorithm: A Field Guide to Deploying AI Agents in Clinical Practice
Jack Gallifant, Katherine C. Kellogg, Matt Butler, Amanda Centi, Patrick F. Doyle, Sayon Dutta, Joyce Guo, Matthew J. Hadfield, Esther H. Kim, David E. Kozono, Hugo JWL Aerts, Adam B. Landman, Raymond H. Mak, Rebecca G. Mishuris, Tanna L. Nelson, Guergana K. Savova, Elad Sharon, Benjamin C. Silverman, Umit Topaloglu, Jeremy L. Warner, Danielle S. Bitterman

Beyond the Algorithm: A Field Guide to Deploying AI Agents in Clinical Practice
Large language models (LLMs) integrated into agent-driven workflows hold immense promise for healthcare, yet a significant gap exists between their potential and practical implementation within clinical settings. To address this, we present a practitioner-oriented field manual for deploying generative agents that use electronic health record (EHR) data. This guide is informed by our experience deploying the "irAE-Agent", an automated system to detect immune-related adverse events from clinical …

Breakfast at my elegant London hotel, listening to the America business bro next to me harangue his captive audience. His company has a best of class agentic AI product at scale. It integrates fully with the Blockchain.

NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
Yuqing Zhang, Ecesu \"Urker, Tessa Verhoef, Gemma Boleda, Arianna Bisazza
https://arxiv.org/abs/2509.22479

NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
Lexical semantic change has primarily been investigated with observational and experimental methods; however, observational methods (corpus analysis, distributional semantic modeling) cannot get at causal mechanisms, and experimental paradigms with humans are hard to apply to semantic change due to the extended diachronic processes involved. This work introduces NeLLCom-Lex, a neural-agent framework designed to simulate semantic change by first grounding agents in a real lexical system (e.g. En…

Ethical AI prompt recommendations in large language models using collaborative filtering
Jordan Nelson, Almas Baimagambetov, Konstantinos Avgerinakis, Nikolaos Polatidis
https://arxiv.org/abs/2510.06924

Ethical AI prompt recommendations in large language models using collaborative filtering
As large language models (LLMs) shape AI development, ensuring ethical prompt recommendations is crucial. LLMs offer innovation but risk bias, fairness issues, and accountability concerns. Traditional oversight methods struggle with scalability, necessitating dynamic solutions. This paper proposes using collaborative filtering, a technique from recommendation systems, to enhance ethical prompt selection. By leveraging user interactions, it promotes ethical guidelines while reducing bias. Contri…

Ew, http://firecrawl.dev replaced a bike store in the Lower Haight. Their product is exactly one of the unethical parts of AI. They are building a content scraper to take this like this Toot and feed it into your model.

Firecrawl - The Web Data API for AI
The web crawling, scraping, and search API for AI. Built for scale. Firecrawl delivers the entire internet to AI agents and builders. Clean, structured, and ready to reason with.

FasTrak, California's toll system, lets you change your email address without verifying it. However they do not let you update your account without a 10 digit fax number. You also have the option of ordering quarterly bill reports "on disk". One ones if they mean compact or floppy.