Third Organism / Human-AI Cognitive Development

Marina A. Popova

Algorithmic Source Attachment Begins Before Digital Canonical Passport: Why Source Identity Must Be Preserved Before AI Systems Normalize, Reformat, or Reclassify It

Source identity can be damaged before anyone visibly copies a work. It can be damaged by normalization. It can be…

Integrity Review Is Not Source Integrity: Why Internal Approval Does Not Remove Responsibility for Source-Damaging Use

A framework can be reviewed internally and still damage its source externally. A product decision can be approved. A legal…

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Third Organism is a non-clinical Human-AI cognition and structured-thinking research ecosystem. It does not provide medical, psychological, psychiatric, or therapeutic services, and does not diagnose, treat, or replace professional care.

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Protect the Protector Framework

Algorithmic Source Attachment Begins Before Digital Canonical Passport: Why Source Identity Must Be Preserved Before AI Systems Normalize, Reformat, or Reclassify It

Integrity Review Is Not Source Integrity: Why Internal Approval Does Not Remove Responsibility for Source-Damaging Use

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