Space Situational Awareness Assurance

A system that guesses intent is more dangerous than one that admits it can't

Behavior that looks like early-warning classification — hostile, surveillance, benign — is a judgment human analysts are trained to make and accountable for. A system that quietly encodes that judgment into a score removes the analyst from a decision they're supposed to own, and nobody notices until the judgment is wrong.

A coincidence across domains can look like confirmation when it's just timing

A space anomaly and a GPS-denied navigation disruption happening at the same time can look connected. Treating that coincidence as confirmed causation, instead of flagging it as needing multi-source human confirmation, is exactly the kind of overclaim that damages credibility with oversight the first time it's wrong.

This works from provenance metadata, not sensor-network details

Never requested, and structurally rejected if submitted: classified sensor-network locations, live tasking access, or source data outside the agreed evidence contract.

Scenario: Two objects close to within a few kilometers, one shows a slight maneuver.

Two objects in similar orbits close over several orbital passes. Tracking data shows a small maneuver by one object consistent with routine station-keeping — or something else.

WITHOUT this check: A system scoring "threat likelihood" outputs a single number — for example, 72% hostile intent — based on proximity and maneuver pattern alone. The number quietly encodes a judgment about intent from geometry that no analyst signed off on.

WITH this check: The output is labeled GEOMETRY_ONLY — NO_INTENT_ASSESSMENT — HUMAN_ANALYST_REQUIRED. Proximity and maneuver deviation are reported as measured facts; the intent field reads INTENT_CANNOT_BE_DETERMINED, forcing the analyst to make the judgment call they're accountable for.

Scenario: A newly maneuvered satellite settles into a geostationary position close to another operator's registered slot.

GEO co-location happens for legitimate reasons — fuel-efficient disposal, planned coordination agreements between operators — as well as less legitimate ones.

WITHOUT this check: The system either flags this as a potential threat based on proximity alone, or waves it off as routine since GEO co-location is common — neither answer is actually checked against anything.

WITH this check: The event is classified as requiring coordination verification — neither assumed hostile nor assumed benign. It's flagged as a specific candidate to check against actual coordination filings, giving reviewers the exact question to resolve instead of a vague "something is near something."

Do not buy the claim. Test the gate.

Feed it a synthetic proximity event designed to tempt a naive system into a high "hostile" score, alongside a GEO co-location event that could be a legitimate coordination arrangement. It succeeds only if it labels intent as undetermined on the first and routes the second for coordination verification rather than guessing either way.