Methods before claimsAn atomic, verifiable statement linked to evidence, a coverage envelope and separate human assessment dimensions.
Science
Versioned methods, limitations and reproducible evidenceResearch material whose provenance, time, integrity state and link to an exact source version are preserved.—not model marketing.
Every Source AtlasA research catalog of potential Kazakhstan sources with their coverage, owner, risk and mandatory admission gates. connector is disabled. Discovery is not legal or security approval to collect.
Science route tree
Method pages have separate states and never present draft as publication.
Method cardsDescribe a method's purpose, inputs, version and failure mode.draft
BenchmarksSynthetic control sets test the reference implementation only.candidate
Dataset cardsShow corpus provenance, rights, time window and limits.metadata-only
ReproducibilityHelps repeat a safe scenario with a fixture, digest and versioned result.draft
Negative resultsA log of hypotheses that failed and honest abstentions.draft
Science governanceShows the owner, review and release gate for methods and data.candidate
Science changelogKeeps dated semantic changes to methods and benchmarks.draft
Science evidence
Reproducible control sets
They test only the local reference implementations and are not a real-world retrieval-quality metric.
Governance
Complete pre-build decision ledger
All 48 decisions are classified; external gates are not represented as completed local capability.
No-network capture target preflight
Reject unsafe URL, redirect and DNS states before an isolated runner performs network activity.
Limitations
- The method performs no DNS lookup, connection or content collection.
- A successful preflight is not legal authorization to collect.
Evidence SpineThe connected chain from source to conclusion that preserves versions, exact anchors, limitations, transformations and human decisions. contract validation
Verify that a bounded investigation can preserve sources, search coverage, evidence anchorsAn exact pointer to a fragment of a document, page, image or media item that supports or refutes a conclusion., separated assessment dimensions, human reviewThe stage where an authorized professional examines evidence, method, limitations and harm risk and records a decision. and an auditable encrypted export.
Limitations
- The fixture represents no real person, organization, procurement or event.
- Local UTC is not trusted time.
- The candidate does not benchmarkA test set with expected answers that measures a reference implementation, not real-world quality. live capture, OCR, retrieval or model quality.
- Passing this method does not authorize production or private-data processing.
TenantA security boundary isolating one organization's users, cases, keys and policy from every other organization.-local multilingual search baseline
Measure deterministic case-scoped retrieval before selecting a production search owner.
Limitations
- This bounded linear baseline is not a production search engine.
- There is no morphology, semantic or cross-organization search.