The formal foundations of accountable AI agents — the CNE-Protocol and the architecture of self-identity: coherence, narrative continuity, and exclusivity. All writing →
The CNE-Protocol defines agent identity through three jointly constitutive pillars: Coherence (C), Narrative Continuity (N), and Exclusivity (E). This paper supplies the missing formal layer.
What it means for an AI agent to stay consistent with its own past reasoning — the Recursive Belief Revision machinery that enforces it, what an auditor can do with the record, and what coherence deliberately does not promise.
Why David Deutsch is right that AGI needs a STORY?
Artificial Intelligence (AI) has reached a stage where machines can demonstrate impressive reasoning, problem-solving, and language skills. Large Language Models (LLMs) and deep learning systems resemble the human…
Artificial Intelligence agents are becoming active participants in digital and physical environments—autonomously making decisions, executing tasks, and interacting with humans and other agents. Yet these agents…
This paper presents a philosophical and technical framework explaining consciousness as an emergent property arising from recursive complexity in goal-directed intelligent systems. Using the Core Objective Function…
Persistent identity refers to an AI agent’s ability to maintain a continuous identity and memory across interactions, rather than treating each session as a blank slate. In practical terms, a persistent identity means…
Before thought, before strategy, before purpose—there is structure. Not a mind, not a mission, but a rhythm. A coherence beneath cognition.
Consciousness remains a foundational yet elusive concept in neuroscience, philosophy, and artificial intelligence (AI). This paper introduces a unified framework integrating Emergent Consciousness (EC),…
Acknowledgement: “This manuscript was developed through recursive dialogue with my mindclone (brandclone.link/alok), an AI system designed to reflect my cognitive identity. While not a legal co-author, this entity…
