Selected work
What I build, research, & verify.
Systems
Tool · LiveRead →
Syndesmos
A research tool that maps how a body of literature connects, and shows the gaps no single paper fills.
$5M · 18motypical review
→2 dayswith Syndesmos
Research Pipeline
Large-scale discourse analysis
201,416 YouTube comments on a Magic: The Gathering governance crisis, and what choosing the method the AI oversold taught me about honest measurement.
84% / 34%regex — precision / recall
→κ 0.84–0.87the method I moved to next
AI Verification
Sycophantic AI
A two-gate benchmark for LLM sycophancy, separating caving to social pressure from correctly updating on evidence.
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