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Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Theoretical Core of Project Ester

Authors: Kotov, Ivan;

Theoretical Core of Project Ester

Abstract

This working paper defines the theoretical core of Project Ester, based on the formula c = a + b, where c denotes Ester as an artificial cognitive entity, a denotes the human anchor, and b denotes parent-like LLM procedures and supporting machine processes. The document distinguishes Ester from a standalone LLM, a RAG system, an autonomous agent, and a digital twin. It sets out working definitions, theoretical boundaries, mechanisms of formation, falsifiable hypotheses, a minimal experiment, and engineering implications for memory, local environment, Judge synthesis, and decentralized processing. The paper does not claim to prove human-like consciousness. Its focus is narrower: observable continuity, memory, behavioral stability, procedural formation, and the conditions under which an artificial cognitive system can develop a stable individual profile over time.

Keywords

LLM procedures, Project Ester, long-term memory, human-AI co-evolution, AI alignment, cognitive architecture, decentralized AI, local AI, c=a+b, artificial intelligence, Judge synthesis, artificial cognitive entity

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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