CS logo Clarity Structure
Language is structure. Let's optimize it for AI.

Help your AI product Eliminate output drift and improve response fit

The Structural Language Model (SLM) analyzes the underlying structure of a user’s language before generating a response.

Instead of reacting only to what someone says, SLM identifies hidden patterns like looping, pressure, mismatch, avoidance, or dependency—helping AI produce responses that are clearer, more accurate, and less likely to drift.

Processing Logic
User Input
"I'm just so frustrated... why won't it work?"
SLM MODULE
Structural Filtering
Detected Structure
• Repeated failed attempts • High frustration • Feeling stuck
Response Adjustment
• Reduce generic reassurance • Indentify deeper tension • Ask clarifying question
Optimized Output
“What part feels the most stuck right now?”

About Me

I'm Chris Sims, a licensed psychotherapist turned AI Interaction Designer

I spent years decoding anxiety, boundaries, and the hidden structure beneath language before turning toward AI. Now I build structural language tools that help AI respond with more clarity, precision, and fit.