Instruments
Six focused instruments make answers, claims, assumptions, uncertainty, systems, research distance and threat pathways more visible without pretending to replace human judgment.
Before you rely on an answer, examine what you are being asked to believe.
A deterministic judgment checkpoint for AI-produced text. It points back to language worth another look, supports a structured human review and records what was considered.
Understand what AI language actually establishes.
A deterministic, local-first instrument for reviewing AI-related language. It distinguishes human-like shorthand from operational claims, identifies information gaps and offers proportionate clarifications without pretending to determine truth.
Retain · Clarify · Rewrite · Identify a gap · Escalate
Pressure-test the commercial case before optimism becomes commitment.
A judgment instrument for examining the assumptions, evidence, uncertainties and decisions inside a commercial proposition before commitment.
See the same public decision from five altitudes.
A deterministic perspective instrument for examining institutions, stakeholders, competing pressures, dependencies and accountability around consequential public-sector decisions.
Find a research space worth entering.
A deterministic research instrument for examining the distance between fields, constructing credible bridges and developing traceable research openings.
Find where an attack can be stopped.
An in-development method for mapping threat pathways, identifying points of intervention and verifying that controls sit on the paths that matter.
Shared principle