| --- |
| license: other |
| license_name: all-rights-reserved |
| license_link: LICENSE |
| --- |
| |
| # Classical RL efficiency: privacy-cleaned trace dataset |
|
|
| This is a privacy-redacted derivative of the saved research archive, published |
| on Hugging Face. The private original and the September 23 cleaned snapshot remain |
| unchanged. No inference, grading, rescoring or tokenization was run for this release. |
|
|
| ## License and publication status |
|
|
| **Publicly accessible, not open-licensed.** The publisher's original protected |
| material is offered under an **All Rights Reserved (Proprietary)** notice; see |
| [LICENSE](LICENSE). Reuse requires permission except where applicable law, |
| Hugging Face's terms, or an applicable third-party license already permits it. |
| Public visibility allows anyone to view or download the repository; the license |
| is not an access-control mechanism. |
|
|
| Third-party papers, code and other excerpts in traces retain their own terms. |
| The dataset-level notice does not relicense those materials, override their |
| permissions, or resolve the outstanding third-party redistribution review. |
| The privacy verification reports are not comprehensive security or legal clearance. |
| `release.json` records publication metadata; historical verification/redaction |
| reports retain their original scope and results. |
|
|
| ## Contents |
|
|
| 1,019 original trace identities and 40 labelled derived variants, across 70 recorded |
| run IDs and 2026-08-19 through 2026-09-22 UTC. These are not a single comparable |
| cohort or 1,059 independent experiments. Model/date/protocol inventories and all |
| recorded errors and cap hits are retained. Missing measurements remain missing. |
|
|
| The JSONL trace and linked call/node/tool/edit/telemetry/metric tables are retained, |
| as are CSV indexes and a freshly rebuilt SQLite database. Raw objects, source logs, |
| paper/reference archives and source-restoration tools are deliberately NOT included. |
| Source/archive inventories are provenance metadata only, not downloadable payloads. |
|
|
| ## Identity and measurement semantics |
|
|
| `record_id` remains the ORIGINAL content hash for stable joins; it is no longer the |
| hash of the redacted trace. `sanitized_trace_sha256` verifies the redacted payload. |
| Episode/source IDs and protocol/config/artifact hashes also refer to ORIGINAL data. |
| Never execute sanitized commands or treat anonymized paths as runnable locators. |
|
|
| All token counts, timing, scores, LOC and other numerical measurements describe the |
| original pre-redaction executions. They are preserved, not recalculated from the |
| edited text. Redacted text will not necessarily retokenize to those counts. |
| Canonical originals and derived variants remain distinct; infrastructure failures |
| are not model-quality zeroes. Compare only compatible frozen protocol/task/config |
| cohorts. Behavioral signatures do not identify undisclosed training coefficients. |
|
|
| ## Verification and reuse |
|
|
| Recorded validation results are in `verification.json`. This release contains data |
| and documentation only; maintenance scripts are not included. |
|
|
| This is NOT public-release clearance: third-party licenses, copied paper/code text, |
| benchmark exposure, other identifiers and applicable provider terms still need |
| review. Pattern-based privacy cleaning cannot guarantee exhaustive anonymization. |
| The source archive's credential-like alerts were not confirmed live credentials. |
|
|
