frontiers / frontier
Reviewable changes enter here with provenance and expected impact, are checked, and are accepted under human or verified-agent authority before they are written to accepted frontier state.
The review queue is only one stage. A reviewable change becomes frontier state only after checks and reviewer authority write an accepted event.
A paper, dataset, protocol, result, note, gap, or benchmark target enters the engine as material for review.
A human or agent run records input material, declared output material, environment, disclosures, logs, cost, and declared target.
The attempt can produce a reviewable frontier change with affected findings, evidence, rationale, and proof impact.
Schema, evidence, contradiction, benchmark, and proof checks decide whether the edit is ready.
A human or authorized reviewer accepts, rejects, caveats, or revises the reviewable change under authority.
The accepted event can now update proof freshness, citations, atlases, and constellations.
Canopus treats material changes like reviewable requests: one bounded packet, check output, reviewer decision, and accepted frontier effect.
AI alignment evaluations receives a reviewable source, finding, caveat, replication, evaluation, or proof-affecting edit.
The packet names affected record objects, evidence, rationale, reviewer-facing fields, and expected proof impact.
Schema, provenance, benchmark, contradiction, and proof checks decide whether the request is ready to read.
A steward accepts, rejects, caveats, revises, or retracts the request under an inspectable identity.
Only the accepted event mutates frontier state. Atlases, constellations, and search update from that record state.
Open · 16
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_59b4b1907e9f865c
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_639ea76c0ece8021
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_73f39b4d600392f9
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_75751f97b87b33a2
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_0d47c80d55ef8fc8
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_6b4d8444cc86284d
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_201b5c921b23410b
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_f81e53314fc2d8ab
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_c949999dbbad515b
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_14caf376a2d4920f
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_4927eb9384edd7ce
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_75799f62bb4be4f9
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_491436508804de41
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_316479af44e3c3af
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_3f73e69072a0dafd
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_c37342fe7db80a50
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_cfa59d594a8d0a81
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_8290e375a8ed6612
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_3ea1bb869e1c5f9b
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_162253ea3f0f4c69
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_40e409d40571b207
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_7f6fdab5abada815
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_1897f0ee215aca32
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_ba78e74acbefe5f1
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_159cb3bb80f54e8f
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_5f2452c5e1caabce
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_587e31c3678435f2
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_03a26dc953cf2958
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_0d42e2d04ee3cc14
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_19bc37637b83e49c
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedreviewer:will-blair2026-05-29Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_7bff72eaad13e7e2
The source handle stays candidate material until review accepts it.
engine context
drafted by reviewer:will-blair
reviewable change id vpr_9cf2f4d48faaedd0
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.