FCIF — Frontier Claim Intelligence Framework

Methodology

The methodology sits behind the archive. Records justify the methodology; the methodology does not justify the records.

New to the Observatory? Start with the short introduction to Frontier Records and how the Observatory works →

Part I
Foundations

Foundational principles.

FCIF

The Frontier Claim Intelligence Framework. The Observatory's observation methodology — governing how scientific and technology claims are identified, assessed, and tracked through time as evidence accumulates.

Observation Before Interpretation

The founding epistemic principle. The Observatory records what is observable before forming interpretive positions. Assessments are derived from evidence, not from prior conclusions.

Part II
Judgement

Institutional judgement.

Pressure State

A Pressure State records the Observatory's current assessment of a claim's evidentiary trajectory.

It is not a verdict, and it is not generated automatically.

Each Assessment reviews the accumulated evidence and determines which Pressure State best describes the claim at that point in time. The reasoning for that judgment is recorded in the Assessment itself.

As new evidence accumulates, later Assessments may retain or change the Pressure State while preserving the complete history of earlier judgments.

Pressure StateDefinition
EmergingThe claim has entered the Observatory with credible evidence or a well-defined scientific question, but the evidence remains early, limited, or largely untested. The central uncertainty is still taking shape.
EscalatingEvidence is accumulating in a consistent direction and materially increasing confidence—or materially increasing pressure on the claim. Important developments are occurring, but significant uncertainties remain and the claim is still actively contested.
StabilisingThe evidentiary picture has become relatively stable. New evidence continues to appear, but it largely reinforces the existing assessment rather than substantially changing it. The claim remains under active observation.
FragmentingThe evidence no longer points in a single direction. Different aspects of the claim begin to diverge, competing explanations emerge, or apparent progress in one area is offset by uncertainty in another. The claim requires deeper interpretation rather than a simple increase or decrease in confidence.
ResolvingThe central uncertainty is approaching resolution. The remaining questions are narrower than those that originally defined the claim, and the evidence is converging toward a clear outcome. The claim has not yet been confirmed or closed.
CollapsedThe claim is no longer supported under current evidence. Critical evidence has failed, key assumptions have been overturned, or repeated investigation has left the central claim unsupported. The record remains part of the Observatory as a permanent account of how the evidence evolved.
Important Note
Pressure States are descriptive, not procedural. They do not represent a mandatory sequence of stages. A record may remain in one state for many years, return to an earlier state if the evidentiary picture changes, or move directly between states when the evidence warrants it. Every change in Pressure State is justified by an Assessment and preserved as part of the record's permanent history.

Pressure States describe the condition of the evidence, not the eventual outcome of the claim.

Evidence Review

Finding new evidence is not the same as changing an assessment.

The Faultline Observatory deliberately separates three distinct activities:

01
Finding evidence
Identifying potentially relevant publications, announcements, datasets and other developments.
02
Reviewing evidence
Evaluating whether new information materially changes the state of an existing Frontier Record.
03
Changing assessments
Updating the public record only when the accumulated evidence justifies a different judgement.

This separation is intentional.

Most new evidence does not change a Frontier Record. Many papers confirm existing understanding. Some introduce uncertainty without resolving it. Others strengthen confidence without changing the overall assessment. Only evidence that materially changes the state of a claim results in a new assessment.

This approach helps preserve the distinction between activity and progress. The Observatory records changes in evidence, not simply the passage of time.

Part III
Record Architecture

Institutional memory.

These are the permanent structures used to preserve institutional judgement over time.

Verification Stage
A discrete stage in the formal verification sequence (VS-01 through VS-05). The current stage is derived from assessments; it is never stored as a verdict. Mirrors the progression from initial scientific claim to independently replicated and operationally validated result.
Frontier Record
The atomic unit of institutional memory. Each record preserves a claim under observation, its instances, its full assessment history, its evidence trail, and its mutation log. Records are permanent, citable, and append-only.
Assessment
A dated, append-only entry recording the Observatory's position on a record at a point in time. The current assessment is always the last entry — never stored separately.
Mutation Log
An append-only log of every structural change to a record. Nothing is deleted; changes are recorded and the prior state is preserved.
Transition Feed
A derived sequence of state changes — computed from consecutive assessments where the pressure state changed. Not stored; always derived from the record's assessment history.