AI Interaction Design

The discipline of structuring communication, workflows, and feedback loops to optimize the reasoning capabilities and utility of large-language-models.

Core Paradigms

  • Beyond Basic Prompting: Shifting from simple, transactional prompt-and-response interactions toward complex, multi-turn reasoning partnerships.
  • Cognitive Partnership: Implementing strategies to transform Claude AI into a “genius-level thinking partner” (Ref: 2026 04 24 Strategies to Transform Claude AI into a Genius Level Thinking Partner).

Key Strategies

  • Advanced Capability Unlocking: Utilizing specific interaction techniques to move Claude AI beyond basic responses and into high-level reasoning modes (Source: Sabrina Ramonov).
  • Iterative Engagement: Moving away from one-shot queries in favor of structured, multi-step dialogue to maximize model intelligence.

Source Notes