Verify Specialist Vetting Protocol or Apply for Featured Placement
Keypoint Summary
Update your provider's documented vetting stack, pool metrics, and calibration turnaround at zero cost, or inquire about Featured Benchmark placement.
Record Verification, Partner Badges & Featured Entity Lease
Every commercial record listed in this registry undergoes cap-table neutrality screening and sample-task turnaround verification prior to badge issuance.
| Tier | Allocation Limit | Included Scope |
|---|---|---|
| Exclusive #1 Proctored Benchmark Slot | 1 Independent RLHF Provider | Top Deep-Navy Calibration Action Card across every page, Row #1 in the 20-Provider Vetting Matrix, and direct calibration pilot routing. |
| Verified Specialist Network (#2–#4) | Up to 3 Independent Providers | Priority shortlist placement, verified telemetry badge, and inclusion in cohort bakeoff recommendations. |
| Telemetry & Pool Fact Update | $0 — Factual Audit Update | Provide workspace proctoring documentation or credential pass-rate audits to update your public dossier. |
Mandatory Anti-Contamination & Independence Gate
Featured placement requires 100% frontier-lab cap-table neutrality and documented active defenses against synthetic LLM paste contamination.
Submit Record Verification or Featured Placement Inquiry
RLHF Specialist Vetting & Workforce Integrity Lab — Human Cohort & Proctoring Auditors, Best RLHF Providers
Independent credential verification, paste-blocking telemetry, and specialist retention benchmark. Zero frontier-lab ownership conflicts.
Best RLHF Providers Workforce Vetting & Proctoring Benchmark. “Verify Specialist Vetting Protocol or Apply for Featured Placement.” Verified November 2026. https://bestrlhfproviders.com/sponsor-or-verify/