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R0020/2026-03-25/Q004/H2

Research R0020 — Prompt Engineering Gaps
Run 2026-03-25
Query Q004
Hypothesis H2

Statement

No significant gap exists between published prompt engineering guidance and practical discoveries. Guides adequately cover the techniques needed for complex prompt development.

Status

Current: Eliminated

Every source examined identifies significant gaps between published guidance and practical effectiveness. The academic meta-analysis is particularly damning, finding that popular advice is "actively counterproductive" in some cases.

Supporting Evidence

No evidence supports this hypothesis.

Contradicting Evidence

Evidence Summary
SRC01-E01 Six common myths debunked with research evidence
SRC01-E02 Set-and-forget deployment identified as a myth
SRC02-E01 Multiple theory-practice disconnects identified

Reasoning

The evidence is unanimous. Even vendor documentation (Anthropic) implicitly acknowledges the gap by revising its guidance to counter outdated practices (e.g., aggressive enforcement language that was previously recommended).

Relationship to Other Hypotheses

H2 is the null hypothesis and is clearly eliminated. The debate is between H1 (wide gap) and H3 (narrowing gap).