Constitutional Observable Invention without Meta-Evaluators

Abstract

This preprint develops a constructive no-meta, observable-only framework for autonomous discovery, evaluator redesign, target expansion, and self-modification under public evidence alone. It formalizes robust public risk, replay-certified comparison under constitutional extension, and auditable observable invention without hidden states or privileged meta-evaluators.

Keywords

• no-meta
• observable-only
• autonomous discovery
• self-modification
• recursive self-improvement
• evaluator redesign
• target refinement
• semantic target objects
• robust public risk
• replay semantics
• replay certification
• constructive search
• observable invention
• constitutional drift
• constitutional atlases
• compiler-aware generator upgrades
• predictive target geometry
• target morphisms
• time-filtered fallback
• public evidence
• auditability
• long-lived intelligent systems
• self-extension
• AGI

Identifiers and source records

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