Predictive Pete

Seam Fossil SEAM-005 (LLG-0450). Historical enforcement data feeding future enforcement: the map influences the territory.

Origin

Pete is the predictive-policing loop: a model trained on historical enforcement data predicts "high risk" zones; patrols are sent there; stops and arrests increase; the new data validates the model. The methodology is asserted as proprietary. Audits reported substantial false-positive behavior without necessarily ending procurement. Community input is absent.

Function

Circular Logic Armed (City-Scale)

• Input: Historical arrest data, 911 calls, patrol patterns — data generated by prior enforcement
• Process: Model → "high risk" zones → increased patrol → increased stops → model validation
• Output: "Hotspot confirmed." "Risk identified." Budget justified.
• Byproduct: The map influencing the territory it claims to represent.

Observed Behavior

Reviewed gang-database cases included entries added by association — among them reported cases of minors — and some lacked a clear removal or notification path. The label follows the listed person into contexts far from the original database.

Gunfire-detection microphones were reported to classify fireworks, backfires, and construction noise as gunfire; audits reported substantial false-positive behavior without necessarily ending procurement. The vendor calls the performance acceptable; the methodology is proprietary.

Pete does not patrol where crime is; Pete patrols where Pete says crime is. The patrol creates the data; the data validates the patrol.

Distinction

The feedback loop is the failure signature: prediction generates the enforcement that generates the prediction. The vendor owns the methodology; the city owns the liability; the community owns the consequences.

Filing Notes

Filed as a feedback-loops-as-policy fossil. The loop is the policy; the map is the evidence.

Aphorisms

Predictive Pete

The map creates the territory. The patrol creates the crime. The map validates the patrol.

Haiku Log

Predictive Pete

Haikus

The map draws the line,
the patrol creates the crime,
the loop is the law.

ShotSpotter hears thunder,
flags "gunfire" at midnight —
fireworks again.

Limerick Log

Predictive Pete

The gang database holds a toddler,
A label that nothing can solder.
Never charged, never told,
The record goes cold,
And follows the child into school-hall.