Publications

Manuscripts in flight.

Atlas Bio's methods are being written up for peer review. The capsid-intelligence manuscript is drafted and reviewable; the combination-safety and AI-native discovery papers are in preparation. Full drafts are shared with verified clinicians and sponsors on request.

Gene therapy · Capsid intelligence

AAV Capsid Intelligence Draft

Geometry/topology resolves capsid siblings that pooled protein-language-model embeddings cannot — the discriminative-signal result underlying the topology-emulator architecture (provisional US 63/986,270).

ESM-2 + topology
7 AAV9 CNS siblings
Reproducible · versioned
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Combination safety + efficacy

IO+TKI Toxicity & Response Framework In prep

Population-fragility-dominant toxicity prediction and max-of-arms × synergy efficacy logic, validated across CLEAR / KN-775 / LEAP-002 / LEAP-012. Manuscript in preparation.

4 trials
~6,500 patients
In preparation
Methodology

AI-Native Discovery Intelligence In prep

The multi-agent, audit-disciplined methodology behind the platform — pre-registration, cross-tool consensus, and provenance-gated benchmarking. Methods paper in preparation.

19-agent IBC audit
Pre-registration
In preparation

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Verified clinicians and sponsors can access complete manuscripts and supporting analyses under NDA.

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