Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2608.11322.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Introduces 'socioduality,' a framework modeling human-AI interaction as a sequential, reciprocal, history-carrying process using nested units (moves, episodes, pathways). Includes a frozen operational protocol calibrated on three natural human-AI records, with coder convergence reported.

Offers a bounded, tractable process construct for analyzing how human and AI contributions co-form through interaction, preserving pathway details that endpoint-only evaluation discards.

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