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LUX143 Research field

Architecture · Guiding AI

Orientation, not authority

Guiding AI helps editors navigate complexity while humans remain responsible for meaning, judgment, and publication boundaries.

Role

Evidence-bound guidance

In LUX143, AI is proposal infrastructure — not autonomous authorship. Useful roles include identifying continuity patterns, surfacing unsupported claims, comparing Story and Research consistency, and ranking what deserves human attention next.

Manifesto

Human-centric orientation

Acceleration without coherence creates silent strategic drift. Guiding AI exists to preserve orientation before architectural confusion scales with automation.

AI may accelerate analysis. Humans remain responsible for meaning and judgment. The goal is signal over noise — meaningful orientation, not maximum visibility.

Principles

Boundaries that hold

Guiding AI must not invent facts outside canonical evidence. It must not turn weak graph proximity into causation. It must not convert private memory into public heritage. It must not write final public interpretation without review.

Any future narrative compiler remains warning-only: suggestions cite existing relationship, source, media, or open-question IDs — or they stay review prompts, not story facts.

Ecosystem

Relation to ALManac and LUX Light Archive

ALManac applies coherence and traceability tooling to institutional transformation programs. LUX Light Archive applies evidence-grounded narration to lighthouse heritage. Guiding AI describes the shared orientation philosophy — bounded assistance across both.