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R0055/2026-04-01/C006 — ACH Matrix

Matrix

H1: Accurate as stated H2: Partially correct H3: Materially wrong
SRC01-E01: Synthetic data achieved 4.7-10% sycophancy reduction, far le - + ++

Legend: - ++ Strongly supports - + Supports - -- Strongly contradicts - - Contradicts - N/A Not applicable to this hypothesis

Diagnosticity Analysis

Most Diagnostic Evidence

Evidence Why Diagnostic
SRC01-E01 Primary evidence directly addressing the claim's factual assertions

Least Diagnostic Evidence

Evidence Why Non-Diagnostic
Single-source evidence base limits diagnosticity analysis

Outcome

Hypothesis supported: H3 — Materially incorrect. Wei et al. (2024) showed synthetic data reduces sycophancy, but achieved much

Hypotheses eliminated: H1

Hypotheses inconclusive: H1, H2