Unified Epistemic Constraint Theory (UECT): A Principle Framework for Latent Structure Inference Under Probe Constraints

Unified Epistemic Constraint Theory (UECT) is a principle-based framework formalizing fundamental limits on inference about latent systems under partial observability and probe constraints. The theory derives probe-relative validity, irreducible uncertainty bounds, and intervention-defined structural inference conditions using an information-theoretic and axiomatic foundation. Related resourcesAdditional preprints, theoretical frameworks, and ongoing work by the author are available at:https://murad-ahmadov.github.io/