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machine-mediated research

SPXI instrument · method 0.8 of 85, level 0 (Measurement): Semantic Addresses Framework. An instrument of SPXI, the Semantic Packet for eXchange & Indexing; the whole practice is itemized at spxi.dev/methods.

This canonical query has been posed to the composition layer (Google AI Overview, AI Mode, or similar) and at least one response was captured and recorded.
Observation class: Observed address
Address type: unmatched
Latest status: MACHINE-MEDIATED RESEARCH — THE MARKETING SENSE FIRST, #176'S DUAL LAYER UNATTRIBUTED
Latest observation: 2026-10-17
Tributaries: Main capture registry
Originator: Lee Sharks · inside the archive · concept
SPXI treatment: full

Observations

MACHINE-MEDIATED RESEARCH — THE MARKETING SENSE FIRST, #176'S DUAL LAYER UNATTRIBUTED · Google AI Overview · 2026-10-17
the capture, with its transcript →
Section: Works
MACHINE-MEDIATED RESEARCH: at the quoted phrase the AI Overview leads with B2B buying through AI shortlists and AEO, then science tools and 'relational fidelity' (two ResearchGate questions of 2026-08-20), then #176's du

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