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This repository researches how agents exchange information below text when the harness owns the model, tokenizer, and machine.
This snapshot has README, CHARTER.md, and LICENSE. The charter plans research notes, small experiments on local open-weight models, and measurements against a text baseline. Those are not in this snapshot.
MIT License (LICENSE).
Cite this release through the Zenodo DOI assigned when this archive is published.
Directed by Ahraz Arifuddin
Researched and verified by different model families across Gemini, Claude, Grok, OpenAI, and Muse