community

active

leiden_hybrid_concepts

label: sonnet

community:leiden_hybrid_concepts-run2-c114

Prompting as cognitive control operations

Framing prompt design as activating pre-existing latent model competencies, not new learning.

1 members. Each node is clickable.

Loading graph…

Drawn from 1 source

The papers/notes whose extracted claims & findings make up this cluster.

The Guanyin Protocol: A Framework for Immediately Establishing an Understanding of Both Causality and Compassion in LLM Systems Using Semantic Anchoring2 members

Bridges (2)

Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.

Few-shot anchoring & latent structure1 shared
Unified Competency Control Theory (UCCT)1 shared

Claims (1)

Prompt and context design are cognitive-control operations: they toggle latent competencies rather than teaching the model from scratch.Assertion about the nature of prompt engineering.