Learning scientist · AI builder

nathan batty

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Selected work

A Syndesmos knowledge map

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

In its one real trial, verified by a domain expert.

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Research

Thesis · discourse analysis · 2026

Large-scale discourse analysis

Coding 200k+ community comments, and what choosing the right method taught me about auditability.

Read →Study · LLM sycophancy · 2026

When models agree too easily

A two-gate study of sycophancy, and the multi-agent verification it forced me to build.