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R0044/2026-03-29/Q003/H2

Research R0044 — Expanded Vocabulary Research
Run 2026-03-29
Query Q003
Hypothesis H2

Statement

The two vocabularies remain siloed: no published work connects the human-factors concept of automation bias to the AI safety concept of sycophancy.

Status

Current: Eliminated

The CSET paper "AI Safety and Automation Bias" (November 2024) and the "Bending the Automation Bias Curve" paper both reference concepts from both vocabulary sets. The vocabularies are not completely siloed. However, the bridging is neither systematic nor comprehensive.

Supporting Evidence

Evidence Summary
SRC04-E01 The sycophancy research community largely treats sycophancy as a distinct phenomenon without referencing automation bias
SRC03-E01 The automation bias systematic review community does not reference sycophancy

Contradicting Evidence

Evidence Summary
SRC01-E01 CSET explicitly combines both vocabulary sets in a single publication
SRC02-E01 Mentions both automation bias and AI sycophancy in national security context

Reasoning

H2 is eliminated because some bridging work does exist. However, the evidence supporting H2 — that the two research communities largely operate independently — remains an important observation even as the hypothesis is eliminated as stated.

Relationship to Other Hypotheses

H2's elimination supports the partial bridging described by H3.