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R0020/2026-03-25/Q003/H2

Research R0020 — Prompt Engineering Gaps
Run 2026-03-25
Query Q003
Hypothesis H2

Statement

Mainstream prompt engineering guides do not discuss imperative constraints, focusing instead on general clarity and examples.

Status

Current: Eliminated

All examined guides discuss explicit constraints in some form. Anthropic's documentation contains extensive examples of directive language. Lakera's guide explicitly advocates constraint-based design. Multiple industry sources recommend treating prompts "like contracts."

Supporting Evidence

No evidence supports this hypothesis.

Contradicting Evidence

Evidence Summary
SRC01-E01 Anthropic docs demonstrate constraint language extensively
SRC02-E01 Lakera explicitly advocates constraint-based design
SRC03-E01 Industry sources recommend imperative language

Reasoning

Every source examined discusses explicit constraints. The debate is about degree and trend, not existence.

Relationship to Other Hypotheses

H2 is the null hypothesis and is clearly eliminated. The question is between H1 (explicit recommendation) and H3 (implicit through clarity advice).