OOF-AII-114551
Police Departments Reported ShotSpotter as Unreliable and Wasteful
ShotSpotter algorithmic systems locating gunshots were reported by police departments for containing high false positive rates and wasting police resources, prompting discontinuation.
- Event date
- 2012-10-09
- Country
- United States of America
- Severity
- Moderate
- Evidence state
- Single-source
Assessment status
Generated from available public incident evidence using OOF® governance methodology. It is not an official investigation, legal determination, regulatory finding, certification, or OOF® Approved Assessment.
View source record from AI Incident Database (Responsible AI Collaborative)
Assessment confidence dimensions
- Source corroboration
- Single-source
- Extraction completeness
- High
- Methodological assignment confidence
- Limited
Measures source-group corroboration only; it does not establish factual truth.
Measures populated source fields after deterministic normalization; it does not measure correctness.
Measures automated assignment support; substantive correctness requires authorized human review.
Known facts from the incident record
- The incident record identifies the event date as 2012-10-09.
- The incident record identifies the location as United States of America.
Reported claims
- ShotSpotter algorithmic systems locating gunshots were reported by police departments for containing high false positive rates and wasting police resources, prompting discontinuation.
Material unknowns
- Independent corroboration is not established in the available incident record.
Primary governance problem
The incident appears to expose a governance problem involving support, enforcement. Available reporting supports preliminary methodological interpretation, not a finding of fault or non-compliance.
Architecture intelligence
PGA™ — Prediction Governance Architecture
Primary architecture
The reported support, enforcement concern falls within the governed questions represented by PGA™ — Prediction Governance Architecture.
Governance focus: How should support, enforcement be governed in the conditions described by the available incident evidence?
Deeper methodology is withheld because the available evidence does not justify a Parent Standard or Core Module.
AGA™ — Accountability Governance Architecture
Contributing architecture
The reported decision, enforcement concern falls within the governed questions represented by AGA™ — Accountability Governance Architecture.
Governance focus: How should decision, enforcement be governed in the conditions described by the available incident evidence?
Canonical methodology (ParentStandard):
ORA™ - Operational Reality Architecture
Contributing architecture
The reported decision, enforcement concern falls within the governed questions represented by ORA™ - Operational Reality Architecture.
Governance focus: How should decision, enforcement be governed in the conditions described by the available incident evidence?
Canonical methodology (ParentStandard):
CLIA® — Cognitive Governance Intelligence Architecture
Contributing architecture
The reported decision concern falls within the governed questions represented by CLIA® — Cognitive Governance Intelligence Architecture.
Governance focus: How should decision be governed in the conditions described by the available incident evidence?
Deeper methodology is withheld because the available evidence does not justify a Parent Standard or Core Module.
VFM® — Value Flow Mechanisms Architecture
Contributing architecture
The reported enforcement, positive concern falls within the governed questions represented by VFM® — Value Flow Mechanisms Architecture.
Governance focus: When and through what governed transition does existing positive value reach a zero-value condition?
Canonical methodology (ParentStandard):
Preliminary governance questions
- How should support, enforcement be governed in the conditions described by the available incident evidence?
- How should decision, enforcement be governed in the conditions described by the available incident evidence?
- How should decision be governed in the conditions described by the available incident evidence?
- When and through what governed transition does existing positive value reach a zero-value condition?
- What operational authority and controls applied to Troy Police Department, Syracuse Police Department, San Francisco Police Department, San Antonio Police Department, New York City Police Department, Fall River Police Department, Chicago Police Department at the relevant time?
Evidence gaps and limitations
- Only one independent source group is represented; corroboration is not established.