mats
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Hessian eigenspectrum dendrograms for tracking circuit formation during neural network training
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Mar 13, 2026 - Python
Hankel matrix analysis of belief state geometry in transformers - companion code for Hankel world-models blog series
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Mar 13, 2026 - Python
Converts list of daily 24-hour PM2.5 FRM data to SMAT-CE "Official" input file format
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Apr 6, 2018 - Python
Interactive exploration of the union of manifolds hypothesis
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Mar 13, 2026 - Python
Sealed, preregistered benchmark for black-box model-diffing agents: five LoRA finetunes of Qwen3.5-9B (one null, three planted behaviours, one dropped backdoor), audited blind by Neel Nanda's diffing-agent recipe and four cheaper conditions. The recipe fails by not asking, and the auditor itself is a failure mode. MATS 12 application.
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Sep 5, 2026 - Python
Interactive spectral geometry visualization on MNIST - companion code for The Spectral Structure of Natural Data
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Mar 13, 2026 - Python
N-point correlators and polyspectra on MNIST - companion code for Power Laws Are Not Enough
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Mar 13, 2026 - Python
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