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edge-decision

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muralisubanu-max / muraliswayambu

'Independent research on human-machine decision systems, behavioural risk, and digital cognition — open papers, tools, and books

books research algorithms decision-making cognitive-science bookshelf human-computer-interaction addiction ai-safety dark-patterns human-machine-behavior ai-human-in-the-loop ai-human-collaboration behavioral-risk irreversible-decisions amazon-kdp-publishing edge-decision human-machine-decision-irreversible witness-artitecture

Updated Sep 18, 2026

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