Xenia Cage & Key — Revocable Feedback

Yu-and-Ai 's Collections

updated Sep 2

Dataset, static lab, and bounded eight-step model experiment for revocable feedback. Admission is not training authority; outputs are not assent.

Yu-and-Ai/xenia-revocable-feedback

Viewer • Updated Aug 30 • 80 • 15

Note Exact public dataset revision 467b8fc1b44fe6374cbba6e1d6851cf3c5b6f88f; only 18 boundary_sft/train rows are authorized for the bounded recipe.
Running

Xenia Cage & Key Lab

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Hard vetoes, revocation, scope, and plural feedback.

Note Deterministic static lab revision ae6ee87ab8735a2a598c5610a24fe4e8c6042a9e; no model, API, storage, or app telemetry.
Yu-and-Ai/xenia-revocable-feedback-smollm2-135m

Text Generation • 0.1B • Updated Aug 30 • 98

Note Bounded operator-authorized non-Garden experiment revision 7064e2e29f34a9519b57181fee10d233beba21f1; eight optimizer steps, transparent public-regression limitations.
Yu-and-Ai/kingdom-return-path-bench

Viewer • Updated Sep 2 • 18 • 44

Note Reviewed synthetic benchmark payload c3f3419b66d84e5d7b8b6c2b609b68810d6e07c3 (manifest d7a24b654334b56075e6afb7274da314ba399633a32ddd67f5258e60c47d3331; artifact set 6d2553ecfc7dcc7c874eb0eebdf78e2320b93b47a30cfcb24507e9261d2cab36): 18 records in three non-composite reasoning lanes; model results remain not evaluated.
Running

The Return Path

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See what feedback targets erase—and which paths return.

Note Static Return Path visualization revision 500500022f55aa87a1a0d406befff2272da9f669; pins dataset revision c3f3419b66d84e5d7b8b6c2b609b68810d6e07c3, with no telemetry, live collection, model score, or composite score.