Vela

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

Reviewable change

back to review

finding.note

verified — A frozen deterministic verifier re-checked the claim and passed.accepted

BENCHMARK CLAIM (MiniF2F) — DeepSeek-Prover-V1.5 REPORTS a leading miniF2F-test pass rate under a large sampling budget (RMaxTS). VERIFICATION STATE: author-reported; model weights public; eval harness in the paper; dataset version = the team's stated split. NOT independently re-run in this frontier. Open obligation: pin the split, re-run the released checkpoint, audit train/test contamination of the formal statements.

id
vpr_fb5a71c197133639
frontier
AI-for-science benchmark state
kind
finding.note
created
2026-06-10
state
b3817600 → afc19db3

accept gate

2 of 4 on record
signature
reviewer:will-blair · key 4892f938
chain
b3817600 → afc19db3
witness
no verifier attachment on record for this target
grade
in state · unreviewed

timeline

  1. 2026-06-10proposeproposed · finding.noteagent — machine actor, no signing keyagent:hardening-2026-06-10vpr_fb5a71c197133639HARDENING (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.
  2. 2026-06-10acceptfinding.notedreviewer:will-blairreviewer:will-blairb3817600afc19db3vev_804497a5a8fbe4a0HARDENING (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.

proposed

reason

HARDENING (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.

provenance

proposed by

agent — machine actor, no signing keyagent:hardening-2026-06-10

actor type

human

created at

2026-06-10

target type

finding

BENCHMARK CLAIM (MiniF2F) — DeepSeek-Prover-V1.5 REPORTS a leading miniF2F-test pass rate under a large sampling budget (RMaxTS). VERIFICATION STATE: author-reported; model weights public; eval harness in the paper; dataset version = the team's stated split. NOT independently re-run in this frontier. Open obligation: pin the split, re-run the released checkpoint, audit train/test contamination of the formal statements.

vf_55068262f49df0ab

Diff

Read-only frontier; diff not recomputed.

Review chain

  1. 01request

    Change request

    AI-for-science benchmark state receives a reviewable source, finding, caveat, replication, evaluation, or proof-affecting edit.

    open review
  2. 02packet

    Diff packet

    The packet names affected record objects, evidence, rationale, reviewer-facing fields, and expected proof impact.

    open the campaign
  3. 03checks

    Check output

    Schema, provenance, benchmark, contradiction, and proof checks decide whether the request is ready to read.

    inspect checks
  4. 04review

    Reviewer decision

    A steward accepts, rejects, caveats, revises, or retracts the request under an inspectable identity.

    read queue
  5. 05accepted

    Accepted event

    Only the accepted event mutates frontier state. Atlases, constellations, and search update from that record state.

    inspect events

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

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

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