dsh-frontier-repro

LIMITATIONS

Known limitations

- First-party sites change. Source failures are isolated and reported; successful records still persist. - Source-health alerts indicate collection drift or staleness, not that an upstream publication is false or abandoned. - OpenAI RSS is fetchable while article pages may block automated clients. The feed record remains usable and a selected page can be verified with DSH's browser/web capability. - A primary source proves provenance, not correctness. Ranking is discovery priority, not a truth score. - X requires the user's own API entitlement and budget; the plugin does not bypass access controls. - Anonymous GitHub API requests have low rate limits. Configure the optional token or reduce `githubEnrichLimit`; Hugging Face pinning can be bounded with `huggingFaceEnrichLimit`. A pinning failure is reported and does not erase the source record. - Release clustering is deliberately conservative and lab-scoped. Unrecognized model names remain one-record bundles rather than being merged by vague semantic similarity. - A Trackio scaffold is an export. The plugin does not install Python packages, run jobs, upload to Spaces, or treat dashboard logging as verification. - The gate checks evidence completeness and consistency, not whether every submitted evidence statement is true. - Manifest integrity is a deterministic content digest, not an identity signature or remote artifact checksum. - Scheduling is deliberately left to existing DSH schedule/cron plugins.