How Tellusant Uses AI Beyond Large Language Models: SSA AI vs LLM AI

Contact: [email protected] This is a presentation on the differences between State-Space Adaptive AI and Large Language Model AI. The premise is that not all AI is LLM. Well known, but maybe not to lay people. The presentation requires my oral commentary, but there may be ideas that can be picked up without my thoughts. It was created for a company event, but can be used in most educational settings. The subject matter is complex, so the presentation works best under the 1/3 rule (if one third of the audience understands, then we have success). The presentation is version zero and will be improved over time. Note that the Viking reference on slide 2 plays a role and is looped back to on the last slide. A Gemini dialogue, shown verbatim here, informed parts of the deck. Other teaching materials by me are found here.

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Publication Details

Journal
Figshare
Published
2026-10-29
DOI
https://doi.org/10.6084/m9.figshare.34857030
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

How Tellusant Uses AI Beyond Large Language Models: SSA AI vs LLM AI

Staffan Canbäck
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Figshare
Artificial Intelligence Applications
article

How Tellusant Uses AI Beyond Large Language Models: SSA AI vs LLM AI

Staffan Canbäck
article en

Abstract

Contact: [email protected] This is a presentation on the differences between State-Space Adaptive AI and Large Language Model AI. The premise is that not all AI is LLM. Well known, but maybe not to lay people. The presentation requires my oral commentary, but there may be ideas that can be picked up without my thoughts. It was created for a company event, but can be used in most educational settings. The subject matter is complex, so the presentation works best under the 1/3 rule (if one third of the audience understands, then we have success). The presentation is version zero and will be improved over time. Note that the Viking reference on slide 2 plays a role and is looped back to on the last slide. A Gemini dialogue, shown verbatim here, informed parts of the deck. Other teaching materials by me are found here.

Figshare
Openalex Percentile: Top 14%
Artificial Intelligence Applications
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