Research Papers

A comprehensive framework for artificial general intelligence alignment through recursive self-improvement constraints, value learning architectures, and formal verification methods. Establishes the theoretical foundation for ETHRAEON's safety-first approach to transformative AI development.

Technical specification for ETHRAEON's symbolic reasoning layer. Describes the integration of formal logic systems with neural architectures, enabling verifiable reasoning chains and explainable AI outputs. Core to the system's epistemic transparency.

Mathematical foundations for the AXIOM system's approach to formal verification of AI behavior. Includes proof structures, invariant definitions, and runtime verification protocols that enable certifiable AI operation within defined safety boundaries.

Specification for ETHRAEON's semantic understanding layer. Details the multi-modal processing architecture, contextual grounding mechanisms, and meaning preservation protocols that enable precise human-AI communication.

Framework for encoding, learning, and maintaining human values within AI systems. Addresses value specification, preference learning, and the preservation of human agency in human-AI collaboration contexts.

Architecture for temporal reasoning and long-horizon planning in AI systems. Covers causal modeling, counterfactual analysis, and multi-timescale optimization that enables coherent long-term decision making.

The foundational paper describing ETHRAEON's self-referential architecture. Covers recursive improvement mechanisms, capability monitoring, and the formal structures that enable safe self-modification within verified boundaries.

Complete technical specification of the 44-system ETHRAEON architecture. Covers system interdependencies, API specifications, data flow patterns, and deployment configurations for the full production stack.

Technical specification for ETHRAEON's content-addressed verification system. Describes the IPFS anchoring process, checksum validation, and immutable evidence chain that ensures system integrity.