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R0048/2026-04-01/Q003/H1

Research R0048 — Corporate AI Training
Run 2026-04-01
Query Q003
Hypothesis H1

Statement

Training materials characterize hallucination comprehensively — as a fundamental property of the technology that includes a spectrum from random fabrication to user-expectation-confirming errors — and connect it to sycophancy.

Status

Current: Eliminated

Supporting Evidence

Evidence Summary
(none found) No training material connects hallucination to sycophancy or characterizes hallucination as a spectrum

Contradicting Evidence

Evidence Summary
SRC01-E01 IAPP characterizes hallucination as fundamental but does not connect to sycophancy
SRC03-E01 DOL names hallucination but provides no characterization of its nature or spectrum

Reasoning

No evidence found of any training material that characterizes hallucination as a spectrum including sycophancy-driven errors. Even the most sophisticated sources (IAPP governance analysis) treat hallucination as a standalone phenomenon without connecting it to user-expectation-confirming behavior.

Relationship to Other Hypotheses

H1 represents the ideal state that no training has reached. The AI safety research supports this characterization (Tsinghua H-Neuron studies, Giskard analysis), but the knowledge has not entered training materials.