Structured World Model
Maintaining an explicit, queryable state of the environment independent of the model's context window.
Experimental · Personal AGI Engineering Project
Building the cognitive layer around language models.
Moving beyond reactive text generation towards systems with structured memory, causal models, long-term planning loops, and the capacity for falsifiable beliefs.
What is Axiommachine?
Axiommachine is an independent research initiative focused on developing agentic intelligence. It treats Large Language Models not as standalone minds, but as specialized reasoning engines within a broader, stateful cognitive architecture.
Research Pillars
The core functional modules of the architecture.
Causal Memory
Storing temporal relationships, not just semantic embeddings.
Contextual Planning
Multi-step action sequencing with dynamic replanning loops.
Core Mechanism
Reflection & Belief Revision
The system's ability to evaluate action outcomes against expected states and update its internal models accordingly.