Evidence discipline
The lab publishes an agenda and, later, artifacts. We do not present unpublished numbers as results.
Publication standards
Checklist of publication standards for HOPN Lab.
- Raw logs, protocols and configurations released with every paper.
- Evaluation protocols pre-registered where feasible.
- Commercial relationship disclosed for every study.
- Verified Q1 venues only, checked against current indexing. Venue names are not listed on this site.
- Reviewer-risk checks before submission (no unverifiable model identifiers, no missing baselines, no marketing framing).
- Human-adjudicated samples for any LLM-judge evaluation, with agreement reported.
- Statistical guarantees stated with their assumptions.
View as table
| Standard |
|---|
| Raw logs, protocols and configurations released with every paper. |
| Evaluation protocols pre-registered where feasible. |
| Commercial relationship disclosed for every study. |
| Verified Q1 venues only, checked against current indexing. Venue names are not listed on this site. |
| Reviewer-risk checks before submission (no unverifiable model identifiers, no missing baselines, no marketing framing). |
| Human-adjudicated samples for any LLM-judge evaluation, with agreement reported. |
| Statistical guarantees stated with their assumptions. |