Evidence map›Paper›PMID 42165987›Full record

ArticleIntegrative psychological & behavioral science2026

Integrative Intelligence as an Operative Mode: Cognitive Integration through Self-Ethnographic Dialogue with AI.

Masaki Iino

Abstract read
In one paragraph

Article in Integrative psychological & behavioral science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Masaki IinoInstitute of Integrative Intelligence, Azumino, Nagano, Japan. masaki.iino@sophola.jp.ORCID http://orcid.org/0009-0000-4130-6725

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper proposes Integrative Intelligence as an operative mode of human judgment in which temporal integration (past-present-future), contextual integration (roles, relationships, life domains), and embodied integration (body, emotion, thought, meaning-making) function simultaneously without fragmentation. It is not introduced as a new ability or developmental stage but as a mode already latent in ordinary judgment that becomes legible under particular conditions. Unlike psychometric or multiple-intelligences frameworks, this study reframes intelligence as a situationally emergent configuration of judgment under constraint rather than a stable capacity distributed across individuals. Using an autoethnographic N=1 methodology with multiple data sources-mountaineering activity logs, physiological data, AI dialogue records, and retrospective reflections-the study develops four analytic lenses that do not constitute independent frameworks but form a single coupled cycle through which one judgment phenomenon becomes observable from different analytical angles: (1) the internal protocol, a minimal operative structure in which temporally differentiated perspectives participate simultaneously in judgment through a Three-Person Conference and a non-regulatory Metacognitive Camera; (2) the Resonant Internal Dialogue Protocol (RIDP), in which AI functions as a reflective surface rendering the internal protocol observable, with breakdown redefined as the absence of a synchronization protocol rather than capacity deficit-while explicitly addressing critical concerns regarding AI's formative and averaging influence on human judgment; (3) Multifaceted Shishuku, a process of selectively extracting and non-adopting qualities from multiple reference frames to form internal mentors that stabilize judgment structure; and (4) integrative-intelligence mountaineering, selected as an observation domain because it reliably satisfies four structural conditions under which integrative judgment becomes structurally unavoidable-prolonged isolated judgment, continuous environmental change, nature as non-personal third party, and body-originated serial circuit. Three mountaineering case studies demonstrate that identical constraint structures produce distinct operational modes (introspective, relational, immediate), supporting the claim that Integrative Intelligence is a context-sensitive operative mode of judgment, not a deterministic algorithm. Rather than statistical generalization, this study advances theoretical generalization by specifying transferable condition structures under which integrative judgment becomes observable-structures further instantiated through the author's founding of the Institute of Integrative Intelligence as a within-N=1 theory-to-practice data point. The paper articulates this framework through four analytic lenses that together connect formation, mechanism, activation conditions, and observational interface.

Indexed as

Artificial IntelligenceCognitionIntelligenceJudgmentAdultAnthropology, CulturalHumansAutoethnography (N = 1)Dialogical selfEmbodied decision-makingHuman-AI interactionIntegrative intelligenceOperative mode of judgment

Identifiers

PMID42165987
PMCPMC13194210

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.