Canonical evidence unit
PROOF CAPSULE
SOURCE → BASELINE → METRIC → HASH → DECISION
The public schema records what was tested, what happened, what failed, what remains unproven, and which controlled gate comes next.
Proof-backed decision infrastructure
Turn complex system claims into bounded decisions.
LumenCore packages source data, incumbent baselines, locked metrics, reproducible hashes, negative findings, and claim boundaries into one reviewer-readable Proof Capsule.
The goal is not to manufacture certainty. It is to make the next decision inspectable: reject, request information, rerun, seek external review, or define a controlled pilot.
PUBLIC REVIEW MODE · HUMAN-AUTHORIZED PILOTS ONLY
Fixed-scope paid service
Buyer-Owned Baseline Validation Sprint
One buyer-authorized candidate is compared with one accepted incumbent baseline under rules locked before scoring.
- Authorized source and rights label with a frozen evaluation contract
- Candidate-versus-baseline execution under matched conditions
- Negative-result and failure register with SHA-256 custody
- Offline verification instructions and buyer-readable Proof Capsule
- One bounded decision: promote, rerun, external review, hold, or reject
No favorable result, savings, ROI, certification, deployment, endorsement, award, or production authorization is promised.
Where the method applies
Infrastructure
Compare observed system behavior with a predeclared operating baseline and document the next pilot decision.
AI systems
Separate internal replay, modeled output, and external validation so downstream claims remain bounded.
Market research
Preserve source lineage, comparator choice, scoring rules, adverse results, and execution boundaries.
Technical review
Give a buyer, lab, mentor, or consortium a compact artifact they can inspect, rerun, challenge, or reject.
Public replay example
EIA + KRAKEN
PUBLIC SUMMARY · EXTERNAL REVIEW NEXT
The current example summarizes frozen EIA and Kraken time-series stress windows, including an adverse false-rejection result. The underlying private run is not represented as independently reproduced.
Claim and safety boundary
FAIL CLOSED
MEASURED ≠ EXTERNALLY VALIDATED
Promotion requires explicit data rights, a preselected comparator and metric, preserved negative findings, public-safe artifacts, and a direct statement of what remains unproven.
External validation / pilot
CONTROLLED GATE
ROUTING ACTIVE · NO ENDORSEMENT CLAIM
A valid next step is a buyer-, lab-, or consortium-reviewed test using authorized data, an incumbent baseline, a locked threshold, and one documented go/no-go decision.
Proven today
- A public Proof Capsule schema and reviewer-first evidence method.
- A bounded EIA/Kraken replay summary with positive and negative metrics.
- Deterministic hash verification and fail-closed validation tests.
Not proven yet
- External validation, field savings, production deployment, or agency endorsement.
- Independent reproduction of the underlying private replay artifacts.
- Universal model, geometry, trading, or infrastructure superiority.
Commercial next gate
- Qualified reviewer approves data rights and comparator.
- Metric, threshold, window, and failure rules are locked before scoring.
- The run produces a hash-verified report and a bounded pilot decision.