Advanced Prompting: Negatives, Personas, and System Prompts
Автор: AWS Explainers
Загружено: 2026-02-01
Просмотров: 5
Описание:
Ready to move beyond basic prompting? This video dives deep into advanced prompt engineering concepts backed by research. We analyze the mechanical reasons why LLMs struggle with negative constraints and complex reasoning tasks when prompted incorrectly.
Learn how to leverage System Prompts to upgrade your AI's "Operating System," understand when to use Personas (and when to avoid them), and master Semantic Pressure to stop the AI from hallucinating or ignoring your instructions.
Key Concepts Covered:
The Persona Paradox: Using personas for style vs. accuracy.
System Prompts: Why they offer higher ROI than optimizing individual task prompts.
Priming Failures: How "forbidden words" statistically prime the model to use them.
Rephrasing: Turning negative constraints into positive goals.
CHAPTERS: 00:00 - Introduction & The "Don't Say Paris" Experiment 01:06 - Persona Paradox: A Double-Edged Sword 03:12 - System Prompts are the Operating System 05:04 - Understanding Semantic Pressure 07:19 - Summary: 3 Rules for Better AI Communication
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