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.
Cancer immunotherapy translation: which signals generalize, which fail 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 · 15
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_553c116ba8d9ba0f
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_17f2b35853981937
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_dfaafa6137fce627
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_2496f7eb56a7dd9f
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_221614cd5867f903
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_24c56af7d9b2bdb2
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_4f3eb1f2b328d55c
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_2e88c9e2af66eb5b
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_37e7b64100da1905
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_53802e5ff1dcd350
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_be2fda4ea26a82b3
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_6b95f364e5995671
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_626fd08e2cc3c3c5
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_839c6a895b4acc96
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_cae37e53a0c04493
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_8fb4b07ac76f7d2a
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_dafe9ee40820def8
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_9cb8195461094b96
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_7b679475e0384225
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_bb741ffe83a08d05
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_135901a2147dcdb5
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_c237dd8b4b207570
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_55818eed146d9467
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_d1b7c2cbc7c8df22
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_6e73163465698396
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_e1d5a40300ef6b8f
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_8a8f943dacdf6969
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_ee0d352cc378f53c
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.
finding.addproposedagent:immuno-research-bot-2026-05-092026-05-09Manual finding added to frontier state
contribution class
extraction
applied
source and evidence
vf_acafb94aab8b312f
The source handle stays candidate material until review accepts it.
engine context
drafted by agent:immuno-research-bot-2026-05-09
reviewable change id vpr_fc48d71a508f7474
review contract
reviewer gate
Preview the state effect before accepting the event.
proof effect
preview pending
Open the preview to see affected state.