[PLing] CFP: First International Online Forum on Language, Mathematics, and Artificial Intelligence (LAMA-AI), Nov 21-22, 2026

Stela MANOVA manova.stela at gmail.com
Thu Jun 11 19:13:40 CEST 2026


Call for papers
First International Online Forum on Language, Mathematics, and Artificial Intelligence (LAMA-AI)
November 21-22, 2026

Abstract submission deadline: August 15, 2026
Web: https://gaussaiglobal.com/lama-ai-forum


Following the international online workshop series Linguistics Meets ChatGPT: From Prompt to Theory, organized by MANOVA AI / Gauss: AI Global, we are happy to announce the First International Online Forum on Language, Mathematics, and Artificial Intelligence (LAMA-AI).

Aim of the Forum

The aim of this conference is fourfold:

To shed light on LLMs’ internal organization — tokenization, embeddings, vectors, transformer architecture, and high-dimensional vector spaces — and their implications for our respective fields of inquiry.
To bring together linguists, mathematicians, cognitive scientists, and other researchers interested in AI in a stimulating atmosphere for the exchange of ideas on applying LLMs to scientific work.
To identify limitations of LLMs and propose qualified, field-specific solutions that can be implemented computationally to advance current AI models.
To foster a genuine, unfragmented dialogue by running LAMA-AI as a single, sequential session with no parallel tracks.

Topics

We welcome presentations on the following and related topics:

LLMs’ internal organization versus classical assumptions in linguistics and mathematics
Data collection and resource creation: Do scientists need to curate data, including creation of corpora, if LLMs are fed massive datasets? Can an LLM serve as a reliable repository for scientific data?
Methodological advantages and challenges in using LLMs for scientific research
Output-based evaluation: How reliable are benchmarks?
Language processing in humans and machines
Tokenized data as a source for scientific investigation
Alternative unit groupings in linguistics, mathematics, and LLM tokenization: bracketing paradoxes (e.g. un+happier vs. unhappy+er), and place-value regrouping (e.g. 1800 as “1 thousand + 8 hundreds” vs. “18 hundreds”); and LLM tokenization examples discussed in the CFP
Big LLMs versus baby LLMs: Do we need large amounts of data?
Improvement scenarios for LLM efficiency
AI and the definition/meaning of basic units within specific scientific fields
AI-driven solutions to field-specific scientific tasks
AGI and the cross-modal processing of language, image, and audio (given that text corresponds to written language, images to meaning, and audio to spoken language, to some extent)
The full Call for Papers is available on our website <https://gaussaiglobal.com/lama-ai-forum>.

In case of any questions, please feel free to contact us at contact at manova-ai.com <mailto:contact at manova-ai.com>.



We would be grateful if you could share this information within your network.
Thank you.

Best regards,

Stela Manova
on behalf of the Organizing Committee

---
Dr. Stela MANOVA
CEO, MANOVA AI | PI, Gauss:AI Global
Registration number 655453b | Seitenstettengasse 5/37, 1010 Vienna, Austria
manova at manova-ai.com <mailto:manova at manova-ai.com> | manova at gaussaiglobal.com <mailto:manova at gaussaiglobal.com> | manova.stela at gmail.com <mailto:manova.stela at gmail.com>
www.manova-ai.com <http://www.manova-ai.com/> | www.gaussaiglobal.com <http://www.gaussaiglobal.com/> | www.stelamanova.com <http://www.stelamanova.com/>



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