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R0043/2026-03-28/Q001/H2

Research R0043 — Sycophancy Vocabulary
Run 2026-03-28
Query Q001
Hypothesis H2

Statement

Domains outside AI safety have not named the sycophancy phenomenon; "sycophancy" is the only term in use for this specific AI behavior.

Status

Current: Eliminated

Multiple domains have established terminology that addresses the same underlying phenomenon, even if from different causal framings. Aviation has "automation complacency," defense has "overtrust" and "calibrated trust," healthcare has "acquiescence problem" and "automation bias," and the EU AI Act explicitly defines "automation bias" in regulatory text.

Supporting Evidence

No evidence supports H2. Every domain searched returned at least some terminology addressing the phenomenon.

Contradicting Evidence

Evidence Summary
SRC01-E01 Systematic review identifies automation bias terminology used across aviation, healthcare, military, and generic HCI — predating "sycophancy" by decades
SRC05-E01 EU AI Act Article 14 explicitly uses "automation bias" in legal text for high-risk systems
SRC07-E01 DoD has developed "calibrated trust" as a distinct terminology framework with dedicated measurement centers
SRC08-E01 Aviation has decades of literature on "automation complacency" as a human factors concept

Reasoning

H2 is conclusively eliminated. The evidence demonstrates that multiple domains have developed terminology for this phenomenon, in some cases decades before AI safety researchers coined "sycophancy." The term "automation bias" alone appears across aviation, healthcare, military, and legal/regulatory domains. The DoD has invested in an entire center (CaTE) dedicated to the measurement of "calibrated trust." These are not borrowed terms — they are independently developed vocabularies rooted in each domain's operational experience.

Relationship to Other Hypotheses

H2's elimination strengthens both H1 and H3. The question is not whether cross-domain vocabulary exists (it does) but whether it is rich and domain-specific (H1) or partial with systematic gaps (H3).