"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Delving into The Prompt Report, with Sander Schulhoff of LearnPrompting.org

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Continuous Adaptation in System Prompt Strategies

The open AI paper on hierarchical instruction following aims to define a system prompt as the first step, followed by the user prompt. While progress has been made, the challenge lies in consistently training the system to respect this hierarchy. Pliny's work shows that injecting prompts into systems is becoming easier with more powerful models. Adaptive defense mechanisms like lacquerra's approach of prompt injection prompt to enhance system prompts over time are emerging, highlighting a continuous need for adaptation in defense strategies.

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