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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Must-Cognize: Four A Priori Conditions of Cognition and the Subjectivity Problem in AGI / 不得不认知:SAE认知论的四条先验与AGI的主体条件问题

Authors: Qin, Han;

Must-Cognize: Four A Priori Conditions of Cognition and the Subjectivity Problem in AGI / 不得不认知:SAE认知论的四条先验与AGI的主体条件问题

Abstract

Description This paper proposes four a priori conditions of cognition within the SAE (Self-as-an-End) framework: (1) must-cognize, (2) must-cognize-more, (3) must-have-cognitive-direction, and (4) must-be-questioned. The paper focuses on the first condition, arguing that cognition's activation condition is not knowing but not-knowing — the system's structural gap regarding its own boundary. Through analysis of LLMs and autonomous driving, the paper identifies a novel epistemological phenomenon: systems that possess knowing without cognition yet asymptotically approximate cognition. The paper further identifies three structural walls (posterior, prior, direction) and argues that must-be-questioned is the only structural source of unlock for all three. Bilingual: Chinese original + independent English rewrite. SAE Epistemology Series Paper 1 of 4. Keywords epistemology; cognition; not-knowing; subjectivity; AGI; lossy compression; dimensional sequence; LLM; autonomous driving; Self-as-an-End; SAE Resource Type Publication / Preprint License CC BY 4.0 Language zho (Chinese), eng (English) Related Identifiers Is part of series with: SAE Epistemology Paper 2 (DOI TBD), Paper 3 (DOI TBD), Paper 4 (DOI TBD) References: 10.5281/zenodo.18528813 (SAE Foundation Paper 1) References: 10.5281/zenodo.18666645 (SAE Foundation Paper 2) References: 10.5281/zenodo.18727327 (SAE Foundation Paper 3) References: 10.5281/zenodo.19329284 (Beyond Fast and Slow) References: 10.5281/zenodo.19305611 (SAE Anti-Turing Test) References: 10.5281/zenodo.19321534 (SAE Psychoanalysis Paper 4) References: 10.5281/zenodo.19366105 (Multi-AI Checks and Balances) Subjects Philosophy of Mind, Epistemology, Artificial Intelligence, Cognitive Science

Keywords

cognition, LLM, autonomous driving, Self-as-an-End, lossy compression, epistemology, subjectivity, not-knowing, SAE, dimensional sequence, AGI

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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!
0
Average
Average
Average