I build AI systems that model how ideas are interpreted, evaluated, and acted on.
- Audience perception and message alignment
- Multi-agent systems for evaluation and simulation
- Decision-support tools for creators and founders
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Persona Fork
Test how the same idea lands across different audiences -
MeaningMap
Map interpretation space and surface divergence -
Backlash Predictor
Identify potential negative reactions before publishing -
Drift Guard
Detect architectural drift through multi-perspective analysis
I’m interested in modeling human judgment by focusing on:
- How different people interpret the same input
- Where alignment breaks down
- How decisions emerge from competing perspectives
