Reasoning Compression Engine
OCompressor does not summarize knowledge. It compresses knowledge into its smallest transferable causal architecture. The output is not a shorter text — it is a simulator capable of regenerating the source structure.
Equivalence Analysis
When comparing architectures across domains, equivalence is not binary. The OCompressor evaluates structural relationships at six levels, from no detectable connection to complete mechanistic identity.
No detectable structural or semantic connection between systems.
Requires: No shared mechanisms or structures.
Systems share similar vocabulary or describe overlapping topics, but underlying mechanisms differ.
Requires: Shared terminology or domain overlap.
Systems share individual components or primitives, but compose them differently.
Requires: Shared primitives with different architecture.
Systems share the same causal structure — same transformation rules, different surface implementation.
Requires: Isomorphic causal graphs with typed edges.
Systems are generated by the same mathematical structure — same formal family, same composition rules.
Requires: Functorial mapping between formal generators.
Systems are the same mechanism expressed in different domains. Complete structural and behavioral identity.
Requires: Proven equivalence with preserved invariants.
CIR Graph Viewer
The Causal Intermediate Representation is a typed hypergraph where each node is a formal structure and each edge is a typed relationship. Explore the graph by hovering over nodes.
Compression Pipeline
Ingest
Absorb source knowledge in any format — text, diagrams, code, equations.
Decompose
Break into primitive computational mechanisms using the Cangjie pipeline.
Normalize
Map to Causal Intermediate Representation (CIR) with formal types.
Compress
Apply minimum description length optimization to find the smallest generator.
Mechanism Explorer
Feedback Loop
Recursive observation-modification cycle
State Estimator
Bayesian inference over hidden variables
Constraint Propagation
Constraints reduce solution space
Variation-Selection
Generate variants, select fit
Sources Library
9 knowledge sourcesLeonardo Design Laboratory
Evolutionary Architecture
The N. Wiener Bayesian Control Compiler
Cybernetic Reasoning
Cangjie-Deconstructor: Generative Architecture Extractor Manual
Core Extraction Pipeline
KNOWLEDGE-TO-COMPUTATION COMPILER
System Architecture
Von Foerster's Cybernetic Reasoning Engine
Self-Referential Intelligence
G-A-S-O-I-R-E (Galilean-Aristotelian-Sampling-Observational-Inductive Reasoning Engine)
Scientific Discovery
The Descartes Cartesian Generator Specification (It thinks, therefore we are)
Analytical Reasoning
Tesla Autonomy-Dissolver Reasoning Engine
Engineering Innovation
The Knowledge Compiler: Turning Ideas Into Executable Systems
Platform Documentation