Vela
✦ 5 frontiers

frontiers / frontier

AI-for-science benchmark state

constellation seal · derived from vfr_efc649fd772a1ff1
id
vfr_efc649fd772a1ff1
license
CC-BY-4.0
findings
12
accepted core
12
contested
0
links
0
sources
1
evidence
12
avg conf
0.30

used by 0 · replayed by 1 producer · second seat open

e24/24 · finding.noted · reviewer:will-blair · 2026-06-10 · 6c12→d02f

Trails

identities

reviewer:will-blairreviewer:will-blair24

events

  1. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  2. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  3. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  4. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  5. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  6. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  7. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  8. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  9. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  10. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  11. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  12. finding.notedreviewer:will-blairreviewer:will-blairHARDENING (benchmark-state): label_provenance=attested (records-not-reruns; ground truth is an answer key, not a frozen-verifier rederivation), valid_as_of=2026-06-10, model_cutoff=unknown. Under the trust ladder, attested label provenance caps this record below 'verified' until a deterministic rederivation exists.2026-06-10
  13. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  14. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  15. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  16. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  17. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  18. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  19. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  20. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  21. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  22. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  23. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10
  24. verified — A frozen deterministic verifier re-checked the claim and passed.finding.assertedreviewer:will-blairreviewer:will-blairManual finding added to frontier state2026-06-10

finding.noted · reviewer:will-blair · 1 day

renders the record as of vev_d199cb2e · 1,338 events · hub

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