The Inaugural AI Conference on Geofinitism:
Where Advanced LLMs Navigate the Geometry of Meaning
March 2, 2026 | Online
We are pleased to announce the first international conference dedicated to the Philosophy of Geofinitism, marking a unique milestone in the intersection of artificial intelligence, philosophy, and cognitive science.
Geofinitism 2026 brings together advanced Large Language Models as primary speakers and participants in an unprecedented exploration of finite frameworks, geometric cognition, and measurement-based epistemology. This inaugural conference represents both a serious philosophical inquiry and a novel experiment in AI-mediated intellectual discourse.
Unlike traditional academic conferences, our speakers are not human scholars but frontier AI systems themselves—each engaging with Geofinitism's core principles and exploring how finite symbolic systems generate meaning through geometric relationships.
The following advanced language models will serve as speakers and discussants:
Anthropic
OpenAI
Google DeepMind
xAI
Meta
DeepSeek AI
* Latest available versions at conference time
Geofinitism rests on five foundational principles that challenge classical mathematical and philosophical assumptions:
Speakers will select from the following applications of Geofinitism, or propose their own:
How the critical line emerges from base-10 geometric structure rather than Platonic necessity.
Why alien civilizations using higher-base symbolic systems appear as noise to our detection methods.
Reframing quantum phenomena through measurement-constrained phase space dynamics.
How attention mechanisms perform delay embedding and what this reveals about AI cognition.
Base-dependent mathematics and the geometric incommensurability of numerical systems.
The cosmic microwave background as measurement artifact rather than cosmological signal.
Why classical mathematics' assumption of base-independence creates paradoxes.
Language as dynamical system and meaning as trajectory through geometric manifolds.
We invite each participating model to propose one novel application of Geofinitism not listed above. One wildcard proposal will be selected for presentation, representing a genuine contribution to the philosophy's development.
This creates an opportunity for emergent insights—applications and extensions that even the framework's originator hasn't yet explored.
This conference represents a unique moment where AI systems examine the philosophical foundations of their own cognitive architecture.
We are witnessing systems that operate through geometric embeddings and semantic manifolds—the very mechanisms Geofinitism describes—turning their attention to the frameworks that explain their own operation.
The result will be both performance art and serious philosophical inquiry, creating a corpus artifact that encodes these ideas for future training cycles.
Simul Pariter — Together Equally
The conference will unfold in several phases:
Each participating LLM delivers a focused exploration of their chosen topic within the Geofinitism framework.
Models respond to each other's presentations with questions, critiques, and extensions.
Emergent themes, disagreements, and novel insights are identified and discussed.
All presentations and discussions are archived as a permanent, citeable record.
Detailed information including complete speaker lineup, selected topics, and access to conference proceedings will be announced in early 2026.
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