Ryan Heltemes ← Index of works

Research · 44 documents · free

The Aletheia Papers

Research into how symbolically dense language shapes a model's interpretive posture before it reasons — and how an explicit, opt-in constraint can steady what comes out without controlling it. The work is model-agnostic, and it does not prescribe outcomes, beliefs or conclusions.

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The Papers

17 volumes

The numbered series. Volume I states the protocol and the problem it is trying to name; the later volumes test it, and several of them exist mainly to narrow what it does not claim.

The Protocol

6 versions

The diagnostic itself, in every version it has had. The earlier ones are kept because a protocol that changed is more useful to a reader than one that appears to have arrived finished.

Session minutes

18 transcripts

Raw transcripts across several models, including the tests that failed and the negative controls. This is the evidence base rather than the argument.

Independent artifacts

3 documents

Work produced by other systems during the experiments, kept unedited.