SEA SALT LABS / PUBLICATION REGISTER

Publications

Reports, methods notes, and research releases published by Sea Salt Labs. Each item appears once in this archive; open it for the complete work.

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ARCHIVE / NEWEST FIRST

Published work

One publication is currently available.

001PUBLISHED

EXPERIMENT REPORT / JULY 2026

Causal convergence in tiny Transformers

Tests whether independently trained tiny Transformers solving the same arithmetic task develop more similar causal organization than models solving a different task.

Open publication

END OF CURRENT ARCHIVE

No additional reports, methods notes, or research releases have been published yet.

PUBLICATION TYPES

What will appear in this archive

Experiment reports

Complete studies containing the question, protocol, controls, results, failures, and limitations.

1 CURRENTLY PUBLISHED

Methods notes

Focused evaluations of an analytical method: what it measures, where it fails, and how it should be used.

0 CURRENTLY PUBLISHED

Research releases

Code, frozen datasets, manifests, checkpoints, and documentation released as standalone research artifacts.

0 CURRENTLY PUBLISHED

PUBLICATION POLICY

The archive grows only when there is complete work to publish.

Every publication must expose its protocol, controls, failed runs, analysis decisions, and limitations.

Review the experimental method