Evidence discipline
This page describes our research agenda. Status labels show what is planned, in progress or complete.
Evidence checklist
Publication standards the lab holds itself to.
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 here.
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.
The diagram is also listed as a table below.
View as table
| Item | Status |
|---|---|
| Raw logs, protocols and configurations released with every paper. | Required |
| Evaluation protocols pre-registered where feasible. | Required |
| Commercial relationship disclosed for every study. | Required |
| Verified Q1 venues only, checked against current indexing. Venue names are not listed here. | Required |
| Reviewer-risk checks before submission: no unverifiable model identifiers, no missing baselines, no marketing framing. | Required |
| Human-adjudicated samples for any LLM-judge evaluation, with agreement reported. | Required |
| Statistical guarantees stated with their assumptions. | Required |
Work with HOPN Lab
Researchers can apply through EHOPn. The lab agenda is public. Results stay Pending until measurements exist.