Skip to content

R0020/2026-03-25/Q004/SRC02

Research R0020 — Prompt Engineering Gaps
Run 2026-03-25
Query Q004
Search S01
Result S01-R02
Source SRC02

Lakera — The Ultimate Guide to Prompt Engineering in 2026

Source

Field Value
Title The Ultimate Guide to Prompt Engineering in 2026
Publisher Lakera
Author(s) Lakera team
Date 2026
URL https://www.lakera.ai/blog/prompt-engineering-guide
Type Industry guide

Summary

Dimension Rating
Reliability Medium-High
Relevance Medium-High
Bias: Missing data Low risk
Bias: Measurement Low risk
Bias: Selective reporting Low risk
Bias: Randomization N/A
Bias: Protocol deviation N/A
Bias: COI/Funding Some concerns

Rationale

Dimension Rationale
Reliability Well-structured industry guide from an AI security company with technical credibility
Relevance Identifies several theory-practice disconnects relevant to the gap question
Bias flags Lakera benefits from positioning prompt engineering as complex, but analysis appears balanced

Evidence Extracts

Evidence ID Summary
SRC02-E01 Theory-practice disconnects: static defenses, simplicity advantage, user behavior gap