Methods & Standards

Rigor requires visible boundaries.

Public principles govern how evidence is described, how status is assigned, how records persist, and how protected operational architecture remains distinct from public explanation.

Why standards matter

A conclusion is only as responsible as the path used to reach it.

Methodological discipline helps prevent confidence, presentation quality, repetition, or institutional authority from substituting for evidence. It also allows readers to recognize what a record establishes and what it leaves unresolved.

ISS therefore treats classification, versioning, replication, variance, limitation, and preservation as parts of the evidentiary record—not as administrative details added afterward.

Evidence Boundary

Public claims are bounded by authenticated evidence. Language is narrowed when the available record cannot support a broader conclusion.

Fictional Cases

Fictional cases are identified as fictional. They may demonstrate structure or reasoning, but do not constitute real-world validation.

Controlled Demonstrations

Demonstrations show bounded capability under defined conditions and are not automatically evidence of external effectiveness.

Independent Replication

Replication claims require authenticated independence, comparable conditions, preserved records, and an authorized public classification.

Methodology Versioning

Version identity connects a result to the method state used to produce it and prevents silent substitution of later procedures.

Publication Classification

Research role and status are stated explicitly so interpretation, demonstration, validation, and finding are not collapsed together.

Record Preservation

Corrections, addenda, successors, and superseded versions preserve continuity rather than silently rewriting prior records.

Evidence Integrity

Public language must not exceed what the source record supports, even when stronger language would be more persuasive.

Variance Visibility

Material differences among reviews, replications, or evidence sources remain visible and are not harmonized without justification.

Limitation Discipline

Material limitations accompany claims where needed to prevent unsupported generalization, certainty, or transfer.

Architecture Protection

Operational and technical details may remain protected to preserve integrity, security, responsible use, and proprietary know-how.

Next-Test Discipline

A responsible record identifies what further inquiry could confirm, narrow, challenge, or extend the present result.

Public transparency boundary

Explain enough to evaluate the claim—without disclosing enough to compromise the capability.

Public transparency is not identical to unlimited disclosure. ISS seeks to reveal the evidentiary basis, status, limitations, and reasoning necessary to evaluate a public claim while protecting private data, controlled records, security-sensitive procedures, and proprietary implementation mechanisms.

Methods and standards inquiries: dwluck@icloud.com