Engineer A AI Judgment Substitution
Cs · Constraint
Individual
http://proethica.org/ontology/case/7#Engineer_A_AI_Judgment_Substitution
Definition
Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering judgment, and was required to critically challenge and verify all AI-generated design outputs against professional standards before acceptance rather than relying on them without proper oversight.
Properties
Instance of
TechnologySubstitutionConstraint
http://proethica.org/ontology/intermediate#TechnologySubstitutionConstraint
Case context
Engineer A relied on AI-generated plans and specifications without proper oversight following Engineer B's retirement, resulting in design documents with misaligned dimensions and omitted safety features required by local regulations.
Confidence
0.88
Constraint statement
Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering judgment, and was required to critically challenge and verify all AI-generated design outputs against professional standards before acceptance rather than relying on them without proper oversight.
Severity
critical
Source
NSPE Code of Ethics, Fundamental Canon I.1; BER Case 98-3
Temporal scope
Throughout the preparation and review of the AI-generated engineering design documents
Match Confidence
0.0
Matches Existing
false
Synthesis Literal
caseContext
confidence
constraintClass
constraintStatement
severity
source
temporalScope
textReferences
Relationships
constrainedEntity
Agent Engineer A
Source Evidence
Text references
Engineer A relied on the AI-generated plans and specifications without proper oversight.
Recommendations from the program or intern should not be blindly accepted, they should be considered and challenged and the resulting outputs should be understood.
technology must not replace or be used as a substitute for engineering judgement.
Source text
technology must not replace or be used as a substitute for engineering judgement.
TTL
@prefix case7: <http://proethica.org/ontology/case/7#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix proeth: <http://proethica.org/ontology/intermediate#> .
@prefix proeth-core: <http://proethica.org/ontology/core#> .
@prefix proeth-prov: <http://proethica.org/provenance#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
case7:Engineer_A_AI_Judgment_Substitution a proeth:TechnologySubstitutionConstraint,
owl:NamedIndividual ;
rdfs:label "Engineer A AI Judgment Substitution" ;
proeth-core:constrainedEntity case7:Agent_Engineer_A ;
proeth:caseContext "Engineer A relied on AI-generated plans and specifications without proper oversight following Engineer B's retirement, resulting in design documents with misaligned dimensions and omitted safety features required by local regulations." ;
proeth:conceptCategory "Constraint" ;
proeth:confidence "0.88" ;
proeth:constrainedEntity "Engineer A" ;
proeth:constraintClass "Technology Substitution Constraint" ;
proeth:constraintStatement "Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering judgment, and was required to critically challenge and verify all AI-generated design outputs against professional standards before acceptance rather than relying on them without proper oversight." ;
proeth:severity "critical" ;
proeth:source "NSPE Code of Ethics, Fundamental Canon I.1; BER Case 98-3" ;
proeth:temporalScope "Throughout the preparation and review of the AI-generated engineering design documents" ;
proeth:textReferences "Engineer A relied on the AI-generated plans and specifications without proper oversight.",
"Recommendations from the program or intern should not be blindly accepted, they should be considered and challenged and the resulting outputs should be understood.",
"technology must not replace or be used as a substitute for engineering judgement." ;
proeth-prov:discoveredInCase 7 ;
proeth-prov:discoveredInPass 2 ;
proeth-prov:discoveredInSection "discussion" ;
proeth-prov:firstDiscoveredAt "2026-06-03T14:11:08.316438+00:00"^^xsd:dateTime ;
proeth-prov:firstDiscoveredInCase 7 ;
proeth-prov:matchConfidence 0.0 ;
proeth-prov:matchesExisting false ;
proeth-prov:sourceText "technology must not replace or be used as a substitute for engineering judgement." ;
proeth-prov:synthesisLiteral "caseContext",
"confidence",
"constraintClass",
"constraintStatement",
"severity",
"source",
"temporalScope",
"textReferences" ;
rdfs:comment "Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering judgment, and was required to critically challenge and verify all AI-generated design outputs against professional standards before acceptance rather than relying on them without proper oversight." ;
skos:definition "Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering judgment, and was required to critically challenge and verify all AI-generated design outputs against professional standards before acceptance rather than relying on them without proper oversight." ;
prov:generatedAtTime "2026-06-03T14:11:08.316438+00:00"^^xsd:dateTime ;
prov:wasAttributedTo "Case 7 Extraction",
"claude-sonnet-4-6" ;
prov:wasGeneratedBy "ProEthica Case 7 Extraction" .
Metadata
Extraction details
Discovered in case
7
Discovered in pass
2
Discovered in section
discussion
First discovered
2026-06-03T14:11:08.316438+00:00
First case
7
Generated
2026-06-03T14:11:08.316438+00:00
Attributed to
['Case 7 Extraction', 'claude-sonnet-4-6']
Generated by
ProEthica Case 7 Extraction