frontiers / frontier
Current answer
No synthesized decision answer has been authored yet. The current reading is assembled from the frontier’s strongest accepted findings, shown below.
Frontier operating path
A frontier is the bounded record object. The record holds accepted state, the engine routes reviewed work back into it, the body renders derived maps, and proof fixes the release boundary.
record
Finding bundles, source records, evidence atoms, typed links, review events, and trails are the canonical frontier record.
open state →
engine
Sources, gaps, attempts, checks, benchmark runs, and reviewable changes return through Workbench and Review before state changes.
inspect review →
body
Graphs, briefs, atlases, and constellations materialize accepted records into navigable bodies. They guide work; they do not become the record.
open brief →
proof
Proof packets, citation packages, source manifests, and release pins make the current state portable and replayable.
open proof →
next action
Open reviewable changes are waiting for checks and reviewer authority before they can change accepted state.
inspect review →
Signals show what can change this record next: review queues, campaign work, benchmark gaps, proof boundaries, contested findings, and event history.
review signal
review waitingOpen reviewable changes need checks and reviewer authority before the record changes.
inspect review →
gap signal
no evaluationsNo evaluation records are attached to this frontier. A benchmark, validation, replication, or peer-review record would make the review boundary stronger.
A frontier is the record. Work enters as gaps, attempts, reviewable changes, checks, and reviews before accepted events update proof, atlases, and constellations.
gapframing
A missing experiment, unresolved contradiction, extraction defect, or stale proof cell worth reviewing.
reviewable changework
A reviewable frontier-state change with affected findings, evidence, rationale, checks, and expected proof impact.
attemptwork
An agent, capability, procedure, system, or human run with input material, declared output material, environment, disclosures, failure state, and cited artifacts.
checkgate
A schema, provenance, contradiction, benchmark, proof, or evaluation result over a reviewable change or release.
Finding types
15 findingsTop findings
all stateMicrosatellite instability (MSI-H) and mismatch-repair deficiency (dMMR) are validated tissue-agnostic biomarkers for PD-1 inhibitor response; pembrolizumab gained FDA tissue-agnostic approval in 2017 for MSI-H solid tumors, demonstrating that biomarker-driven targeting can succeed across cancer types.
0.92vf_8a8f943dacdf6969CD19 CAR-T (tisagenlecleucel, axicabtagene ciloleucel) produced complete responses in 70-90 percent of relapsed/refractory pediatric ALL and 40-60 percent of refractory DLBCL in pivotal trials; B-cell aplasia and cytokine release syndrome are the dominant toxicities. The class established CAR-T as a treatment modality for hematologic malignancies.
0.92vf_dfaafa6137fce627BCMA-targeted CAR-T (idecabtagene vicleucel, ciltacabtagene autoleucel) produces deep responses in heavily pretreated multiple myeloma; the class has extended CAR-T indications beyond CD19 lymphoid malignancies and shown that target choice and CAR design can mitigate antigen-loss escape with co-stimulation engineering.
0.88inspect benchmarks →
reviewgate
A human or authorized reviewer decision over a reviewable change, check, candidate gap, or contested finding.
eventaccepted
A signed, reviewable state transition that changes the Vela-backed frontier record.
releaseaccepted
A citation-ready bundle of source state, proof artifacts, mirrors, and known caveats.
Review state
15 findingsvf_626fd08e2cc3c3c5Showing 12 of 15. Clone the full state with vela registry pull vfr_416f768132dc85d3.