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Methodology paper presents an 8-lens framework for bias detection in automated news analysis, suggesting improved accuracy.
Methodology paper for the Civilisational Memory Recall (CMR) framework, an 8-lens epistemic-audit methodology for omission-mapping in automated news analysis. Paired with Power Bias Audit v0.1.0 (the consumer product) and GoldBerry v0.1 (the open-source prompt framework). Includes the 8-lens framework specification, the 5-category structural-bias taxonomy, the published CMR scoring function (composite, piecewise mapping, bands), the cross-lens coherence check, the Five Refusals as API-enforced constraints, the Suffixscape linguistic diagnostics, the worked Kerala example, the comparison to existing bias-detection tools, and the validation work in progress (inter-rater reliability pilot, corpus-independent mapping, per-source-region lens-weighting overrides).
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Ltd et al. (2026) studied this question.
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