Preprint / scholarly article
The Endogenous Trigger Problem: An Axiomatic and Dynamic Theory of Autonomous Poiesis
- Published
- DOI
- 10.5281/zenodo.17072418
Abstract
This article formalizes when an autonomous agent should perform non-incremental representational restructuring, modeling poiesis as a finite-time path on a model manifold with information-geometric and thermodynamic costs. It also defines computable trigger diagnostics and a meta-poiesis mechanism for expanding the agent's operator grammar.
Keywords
- AI
- large language models
- superintelligence
- free energy principle
- poiesis
- path integral
- fisher information geometry
- meta-learning
- grammatical evolution
- dimensional acceleration