Tech Experiments
Experiments, prototypes, and research at the frontiers of technology. Here you will find downloadable materials and demos.
Polyadic Symbolic Domain Cartography
An example of applying the method
A theoretical framework developed for systematic analysis. It utilizes eight archetypal symbols — purpose, theory, structure, information, action, integration, feedback, and change — which are combined to create multidimensional data structures for mapping any complex domain.
The relationships between symbols create a multidimensional perspective on the phenomenon under study. This forms a systematic map that reveals structures that traditional analysis cannot reach.
View case study: The War in Ukraine → To the publication ↓AI Knows Everything, but Never Changes
An AI podcast that explores what happens when a machine understands everything but never changes. We delve into the limits of AI, identity, and whether a system that models the world can also learn to change itself.
Listen directly in your browser or download the MP3 file.
Polyadic Symbolic Domain Cartography
A research paper presenting a formal method for multidimensional domain mapping. A system of eight symbolic axes enables systematic comparison of different knowledge areas and identification of structural connections.
Ville Laitila, 2026. Unpublished research.
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