{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_AI_Tool_Adoption",
  "@type": "proeth:Action",
  "proeth:description": "Facing delivery of both a report and design documents without Engineer B\u0027s review and mentorship, Engineer A chose to use open-sourced AI software new to the market, with which Engineer A had no prior experience, for drafting.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:foreseenUnintendedEffects": [
    "Unfamiliarity with the tool\u0027s accuracy and originality of generated content"
  ],
  "proeth:guidedByPrinciple": [
    "Perform Services Only in Areas of Competence"
  ],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "AI Reliance Without Human QA Support"
  ],
  "proeth:intendedOutcome": "Compensate for lost mentorship and lack of confidence in technical writing while delivering both work products to Client W",
  "proeth:requiresCapability": [
    "Familiarity with AI tool functionality",
    "Professional judgment in tool selection"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "At project outset, after Engineer B\u0027s retirement",
  "proeth:temporalSequence": 2,
  "proeth:textReferences": [
    "Engineer A opted to use open-sourced artificial intelligence (AI) software to create an initial draft of the necessary report and to use AI-assisted drafting tools to generate preliminary design documents",
    "The AI drafting software was new to the market and Engineer A had no previous experience with the tool."
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "AI Tool Adoption"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Confidential_Data_Input",
  "@type": "proeth:Action",
  "proeth:description": "Engineer A entered information provided by Client W into the open-source AI interface to generate the report draft and preliminary designs, without obtaining Client W\u0027s consent, which the Board characterized as placing the client\u0027s private information in the public domain.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:foreseenUnintendedEffects": [
    "Exposure of client\u0027s private information through an open-source platform"
  ],
  "proeth:fulfillsObligation": [],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Client Confidentiality Breach"
  ],
  "proeth:intendedOutcome": "Enable the AI software to synthesize the client\u0027s information into a draft report and preliminary design documents",
  "proeth:raisesObligation": [],
  "proeth:requiresCapability": [
    "Understanding of data privacy implications of open-source AI tools"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "During report and design document drafting",
  "proeth:temporalSequence": 3,
  "proeth:textReferences": [
    "Engineer A input the information gathered from Client W into the AI software, and, after a few refining prompts, received a first draft of the report generated by the AI software.",
    "When Engineer A uploaded Client W\u2019s information into the AI open-source interface, this was tantamount to placing the Client\u2019s private information in the public domain."
  ],
  "proeth:violatesObligation": [
    "Client Confidentiality (Code II.1.c)"
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "Confidential Data Input"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Thorough_Report_Review",
  "@type": "proeth:Action",
  "proeth:description": "Engineer A conducted a thorough review of the AI-generated report, cross-checking key facts against professional journal articles, running search engine queries to verify originality, and personalizing the wording, keeping the document under Engineer A\u0027s direction and control.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:fulfillsObligation": [
    "Direction and Control (Code II.2.b)"
  ],
  "proeth:guidedByPrinciple": [
    "Avoid Deceptive Acts",
    "Perform Services Only in Areas of Competence"
  ],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Report Under Direction and Control"
  ],
  "proeth:intendedOutcome": "Ensure the accuracy and originality of the AI-generated report content before submission",
  "proeth:raisesObligation": [],
  "proeth:requiresCapability": [
    "Environmental engineering expertise",
    "Groundwater data analysis",
    "Technical fact verification"
  ],
  "proeth:temporalExtent": "interval",
  "proeth:temporalMarker": "After receiving the AI-generated first draft of the report",
  "proeth:temporalSequence": 7,
  "proeth:textReferences": [
    "Engineer A conducted a thorough review of the report, cross-checking key facts against professional journal articles and verifying the phrasing by running search engine queries to ensure the content did not match any existing language",
    "Engineer A also made minor adjustments to some of the wording to personalize the content."
  ],
  "proeth:violatesObligation": [],
  "proeth:withinCompetence": true,
  "rdfs:label": "Thorough Report Review"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Cursory_Design_Review",
  "@type": "proeth:Action",
  "proeth:description": "Engineer A completed only a cursory review of the AI-generated design plans, adjusting certain elements for site-specific conditions, and failed to detect misaligned dimensions and omitted safety features required by local regulations.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:foreseenUnintendedEffects": [
    "Undetected errors in AI-generated plans",
    "Potential regulatory noncompliance"
  ],
  "proeth:fulfillsObligation": [],
  "proeth:guidedByPrinciple": [
    "Hold Paramount Public Safety, Health, and Welfare"
  ],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Design Deficiency and Public Safety Risk",
    "Responsible Charge Lapse"
  ],
  "proeth:intendedOutcome": "Finalize the preliminary design documents efficiently by relying on the AI-assisted drafting output",
  "proeth:raisesObligation": [],
  "proeth:requiresCapability": [
    "Design verification and quality assurance review",
    "Knowledge of local regulatory requirements"
  ],
  "proeth:temporalExtent": "interval",
  "proeth:temporalMarker": "During design document preparation, before submission to Client W",
  "proeth:temporalSequence": 8,
  "proeth:textReferences": [
    "Engineer A completed a cursory review of the AI-generated plans and adjusted certain elements to align with site-specific conditions.",
    "the identified errors suggest insufficient review, which could compromise public welfare and impinge on Engineer A\u2019s ethical and professional obligations"
  ],
  "proeth:violatesObligation": [
    "Direction and Control (Code II.2.b)",
    "Responsible Charge (Code III.8.a)"
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "Cursory Design Review"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Report_Sealing_and_Submission",
  "@type": "proeth:Action",
  "proeth:description": "Engineer A submitted the draft report to Client W for review, marking it clearly as a draft and applying their seal consistent with state law, but chose not to cite the use of AI software or its large language models.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:foreseenUnintendedEffects": [
    "Client unaware of the extent of AI contribution to the report"
  ],
  "proeth:fulfillsObligation": [],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Undisclosed AI Contribution to Report"
  ],
  "proeth:intendedOutcome": "Deliver a polished, verified draft report to Client W for review",
  "proeth:raisesObligation": [],
  "proeth:requiresCapability": [
    "Authority to seal engineering documents",
    "Environmental engineering expertise"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "At report submission to Client W",
  "proeth:temporalSequence": 9,
  "proeth:textReferences": [
    "Engineer A did not cite their use of AI-software or its large language models, and submitted the draft report to Client W for review, including language to clearly identify that the supplied report was a draft, but applied their seal consistent with state law."
  ],
  "proeth:violatesObligation": [
    "Give Credit for Engineering Work (Code III.9)"
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "Report Sealing and Submission"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Design_AI_Disclosure_Omission",
  "@type": "proeth:Action",
  "proeth:description": "Engineer A did not cite or disclose the AI-assisted drafting tools used to generate the engineering design documents when providing them to Client W.",
  "proeth:eventRoleContext": "Licensed Environmental Engineer",
  "proeth:foreseenUnintendedEffects": [
    "Client misunderstanding about the origin and reliability of the design work"
  ],
  "proeth:fulfillsObligation": [],
  "proeth:hasAgent": "Engineer A",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Undisclosed AI Contribution to Design Documents"
  ],
  "proeth:intendedOutcome": "Present the design documents as Engineer A\u0027s work product without noting the AI tools used",
  "proeth:raisesObligation": [],
  "proeth:requiresCapability": [
    "Professional transparency in attribution"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "At design document submission",
  "proeth:temporalSequence": 10,
  "proeth:textReferences": [
    "Again, Engineer A did not cite the AI-assisted drafting tools they used to generate the engineering design documents."
  ],
  "proeth:violatesObligation": [
    "Give Credit for Engineering Work (Code III.9)"
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "Design AI Disclosure Omission"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Action_Revision_Instruction",
  "@type": "proeth:Action",
  "proeth:description": "After identifying misaligned dimensions and omitted safety features required by local regulations, Client W raised concerns about the design\u0027s accuracy and reliability and instructed Engineer A to revise the plans to meet professional and regulatory standards.",
  "proeth:eventRoleContext": "Client",
  "proeth:guidedByPrinciple": [
    "Hold Paramount Public Safety, Health, and Welfare"
  ],
  "proeth:hasAgent": "Client W",
  "proeth:hasMentalState": "deliberate",
  "proeth:initiates": [
    "Design Revision Required"
  ],
  "proeth:intendedOutcome": "Obtain corrected design documents that satisfy all necessary professional and regulatory standards",
  "proeth:requiresCapability": [
    "Ability to review deliverables against regulatory requirements"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "After Client W\u0027s review of the deliverables",
  "proeth:temporalSequence": 13,
  "proeth:textReferences": [
    "Client W raised concerns about the accuracy and reliability of the engineering design and instructed Engineer A to revise the plans, ensuring that all elements satisfied the necessary professional and regulatory standards."
  ],
  "proeth:withinCompetence": true,
  "rdfs:label": "Revision Instruction"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_Mentor_Retirement",
  "@type": "proeth:Event",
  "proeth:confidence": "0.95",
  "proeth:description": "Engineer B, Engineer A\u0027s mentor and supervisor who previously provided quality assurance reviews, retired and became unavailable to Engineer A in a work capacity.",
  "proeth:eventType": "exogenous",
  "proeth:initiates": [
    "Loss of Mentorship Support",
    "Unreviewed Work Product Risk"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "Before Engineer A was retained by Client W",
  "proeth:temporalSequence": 1,
  "proeth:terminates": [
    "Mentor Quality Assurance Available"
  ],
  "proeth:textReferences": [
    "But Engineer B recently retired and was no longer available to Engineer A in a work capacity."
  ],
  "rdfs:label": "Mentor Retirement"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_Confidential_Information_Exposure",
  "@type": "proeth:Event",
  "proeth:causedByAction": "http://proethica.org/ontology/case/7#Action_Confidential_Data_Input",
  "proeth:confidence": "0.9",
  "proeth:description": "Uploading Client W\u0027s private information into the open-source AI interface placed the client\u0027s confidential information into the public domain without prior consent from Client W.",
  "proeth:eventType": "automatic",
  "proeth:initiates": [
    "Client Confidentiality Breach"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "At the moment Engineer A input Client W\u0027s information into the AI software",
  "proeth:temporalSequence": 4,
  "proeth:terminates": [
    "Client Information Confidentiality"
  ],
  "proeth:textReferences": [
    "When Engineer A uploaded Client W\u2019s information into the AI open-source interface, this was tantamount to placing the Client\u2019s private information in the public domain."
  ],
  "rdfs:label": "Confidential Information Exposure"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_AI_Report_Generation",
  "@type": "proeth:Event",
  "proeth:causedByAction": "http://proethica.org/ontology/case/7#Action_Confidential_Data_Input",
  "proeth:confidence": "0.93",
  "proeth:description": "The open-sourced AI software synthesized the information Engineer A input and produced a first draft of the comprehensive contaminant report after a few refining prompts.",
  "proeth:eventType": "automatic",
  "proeth:initiates": [
    "AI-Generated Report Draft Exists",
    "Uncited AI Contribution"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "After Engineer A input Client W\u0027s information into the AI software",
  "proeth:temporalSequence": 5,
  "proeth:textReferences": [
    "after a few refining prompts, received a first draft of the report generated by the AI software"
  ],
  "rdfs:label": "AI Report Generation"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_AI_Design_Generation",
  "@type": "proeth:Event",
  "proeth:causedByAction": "http://proethica.org/ontology/case/7#Action_AI_Tool_Adoption",
  "proeth:confidence": "0.92",
  "proeth:description": "The AI-assisted drafting tools generated a preliminary design of the plans, including basic layouts and technical specifications, that contained misaligned dimensions and omitted key safety features required by local regulations.",
  "proeth:eventType": "automatic",
  "proeth:initiates": [
    "AI-Generated Design Documents Exist",
    "Latent Design Errors",
    "Public Safety Risk"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "After Engineer A entered Client W\u0027s information into the AI drafting software",
  "proeth:temporalSequence": 6,
  "proeth:textReferences": [
    "relied on the AI-assisted drafting tools to generate a preliminary design of the plans, including basic layouts and technical specifications"
  ],
  "rdfs:label": "AI Design Generation"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_Report_Inconsistency_Observation",
  "@type": "proeth:Event",
  "proeth:causedByAction": "http://proethica.org/ontology/case/7#Action_Report_Sealing_and_Submission",
  "proeth:confidence": "0.88",
  "proeth:description": "During Client W\u0027s review, the client noted the report read as if written by two different authors, with the AI-generated introduction exceptionally polished and the data analysis section needing minor edits, though the report was otherwise satisfactory.",
  "proeth:eventType": "outcome",
  "proeth:initiates": [
    "Client Transparency Concern"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "When Client W reviewed the draft report",
  "proeth:temporalSequence": 11,
  "proeth:textReferences": [
    "The Client commented that the report read as if written by two different authors but was otherwise satisfactory."
  ],
  "rdfs:label": "Report Inconsistency Observation"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",
    "time": "http://www.w3.org/2006/time#"
  },
  "@id": "http://proethica.org/ontology/case/7#Event_Design_Error_Discovery",
  "@type": "proeth:Event",
  "proeth:causedByAction": "http://proethica.org/ontology/case/7#Action_Cursory_Design_Review",
  "proeth:confidence": "0.93",
  "proeth:description": "Client W discovered misaligned dimensions and an omission of key safety features required by local regulations in the AI-generated design documents, errors that Engineer A\u0027s cursory review had failed to detect.",
  "proeth:eventType": "outcome",
  "proeth:initiates": [
    "Known Design Deficiency",
    "Regulatory Noncompliance Risk",
    "Client Reliability Concern"
  ],
  "proeth:temporalExtent": "instant",
  "proeth:temporalMarker": "When Client W reviewed the design documents",
  "proeth:temporalSequence": 12,
  "proeth:terminates": [
    "Latent Design Errors"
  ],
  "proeth:textReferences": [
    "Client W, however, noticed several issues with the AI-generated design documents, including misaligned dimensions and an omission of key safety features required by local regulations."
  ],
  "rdfs:label": "Design Error Discovery"
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_1",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Faced with the need to deliver both the report and the engineering design documents without the review by and mentorship from Engineer B, Engineer A opted to use open-sourced artificial intelligence (AI) software to create an initial draft of the necessary report and to use AI-assisted drafting tools to generate preliminary design documents.",
  "proeth:causalSequence": [
    {
      "proeth:description": "Engineer B retires and is no longer available to Engineer A in a work capacity",
      "proeth:element": "Mentor Retirement",
      "proeth:step": 1
    },
    {
      "proeth:description": "Engineer A can no longer rely on guidance and quality assurance reviews to refine report drafts",
      "proeth:element": "Loss of Quality Assurance Support",
      "proeth:step": 2
    },
    {
      "proeth:description": "Engineer A still must deliver both the report and the engineering design documents",
      "proeth:element": "Delivery Pressure",
      "proeth:step": 3
    },
    {
      "proeth:description": "Engineer A opts to use open-sourced AI software and AI-assisted drafting tools despite having no previous experience with them",
      "proeth:element": "AI Tool Adoption",
      "proeth:step": 4
    }
  ],
  "proeth:cause": "Mentor Retirement",
  "proeth:counterfactual": "Had Engineer B remained available for review and mentorship, Engineer A would likely have followed the prior workflow of drafting and receiving quality assurance review rather than adopting an unfamiliar AI tool",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "AI Tool Adoption",
  "proeth:necessaryFactors": [
    "Engineer B\u0027s retirement removing quality assurance and mentorship support",
    "Engineer A\u0027s lack of confidence in their own technical writing",
    "Obligation to deliver both the report and design documents to Client W"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "Combination of lost mentorship + writing insecurity + delivery obligation was enough to prompt the turn to AI tools"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
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  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_2",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Engineer A input the information gathered from Client W into the AI software, and, after a few refining prompts, received a first draft of the report generated by the AI software.",
  "proeth:causalSequence": [
    {
      "proeth:description": "Engineer A opts to use open-sourced AI software for the report and design documents",
      "proeth:element": "AI Tool Adoption",
      "proeth:step": 1
    },
    {
      "proeth:description": "Engineer A gathers the relevant information provided by Client W",
      "proeth:element": "Data Gathering",
      "proeth:step": 2
    },
    {
      "proeth:description": "Engineer A inputs Client W\u0027s information into the open-source AI software to generate drafts",
      "proeth:element": "Confidential Data Input",
      "proeth:step": 3
    }
  ],
  "proeth:cause": "AI Tool Adoption",
  "proeth:counterfactual": "If Engineer A had drafted manually or used a closed, secure tool, Client W\u0027s information would not have been entered into an open-source interface",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Confidential Data Input",
  "proeth:necessaryFactors": [
    "Decision to use the open-source AI software as the drafting mechanism",
    "Need to supply client-provided information for the AI to synthesize a draft"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "The chosen AI workflow required inputting Client W\u0027s information to generate content, making the upload a direct consequence of the adoption decision"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_3",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "When Engineer A uploaded Client W\u2019s information into the AI open-source interface, this was tantamount to placing the Client\u2019s private information in the public domain.",
  "proeth:causalSequence": [
    {
      "proeth:description": "Engineer A enters Client W\u0027s private information into the open-source AI interface",
      "proeth:element": "Confidential Data Input",
      "proeth:step": 1
    },
    {
      "proeth:description": "The open-source system processes and retains the client\u0027s data outside a protected environment",
      "proeth:element": "Open-Source Processing",
      "proeth:step": 2
    },
    {
      "proeth:description": "Client W\u0027s private information is effectively placed in the public domain without consent, contrary to Code section II.1.c",
      "proeth:element": "Confidential Information Exposure",
      "proeth:step": 3
    }
  ],
  "proeth:cause": "Confidential Data Input",
  "proeth:counterfactual": "Without the upload to the open-source interface (or with a secure, private tool), Client W\u0027s confidential information would not have been exposed",
  "proeth:discoveredInSection": "discussion",
  "proeth:effect": "Confidential Information Exposure",
  "proeth:necessaryFactors": [
    "Uploading Client W\u0027s private information into the AI interface",
    "The open-source nature of the AI software",
    "Absence of Client W\u0027s prior consent"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "Uploading confidential client data into an open-source interface was itself sufficient to place the information in the public domain"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_4",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Not being familiar with the full functionality of the AI software, including the accuracy and originality of AI-generated text, Engineer A conducted a thorough review of the report, cross-checking key facts against professional journal articles and verifying the phrasing by running search engine queries to ensure the content did not match any existing language.",
  "proeth:causalSequence": [
    {
      "proeth:description": "The AI software synthesizes Client W\u0027s information and produces a first draft of the report",
      "proeth:element": "AI Report Generation",
      "proeth:step": 1
    },
    {
      "proeth:description": "Engineer A, unfamiliar with the tool\u0027s accuracy and originality, distrusts the raw output",
      "proeth:element": "Recognition of Uncertainty",
      "proeth:step": 2
    },
    {
      "proeth:description": "Engineer A cross-checks key facts against professional journal articles and verifies phrasing via search queries, then personalizes wording",
      "proeth:element": "Thorough Report Review",
      "proeth:step": 3
    }
  ],
  "proeth:cause": "AI Report Generation",
  "proeth:counterfactual": "Without the AI-generated draft, this specific verification exercise (fact cross-checking and plagiarism searches) would not have occurred; without Engineer A\u0027s diligence, the review might have been cursory as with the designs",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Thorough Report Review",
  "proeth:necessaryFactors": [
    "Existence of the AI-generated first draft",
    "Engineer A\u0027s awareness of unfamiliarity with the AI tool\u0027s accuracy and originality",
    "Engineer A\u0027s technical competence to verify content"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "AI-generated draft of uncertain accuracy + Engineer A\u0027s professional diligence was enough to prompt cross-checking against professional sources"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_5",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "The Client commented that the report read as if written by two different authors but was otherwise satisfactory.",
  "proeth:causalSequence": [
    {
      "proeth:description": "AI produces an exceptionally polished introductory section",
      "proeth:element": "AI Report Generation",
      "proeth:step": 1
    },
    {
      "proeth:description": "Engineer A submits the sealed draft report without citing AI use",
      "proeth:element": "Report Sealing and Submission",
      "proeth:step": 2
    },
    {
      "proeth:description": "Client W reviews the report and notes uneven quality between sections",
      "proeth:element": "Client Review",
      "proeth:step": 3
    },
    {
      "proeth:description": "Client W comments that the report reads as if written by two different authors",
      "proeth:element": "Report Inconsistency Observation",
      "proeth:step": 4
    }
  ],
  "proeth:cause": "Report Sealing and Submission",
  "proeth:counterfactual": "Had Engineer A disclosed the AI\u0027s substantial contribution or harmonized the writing throughout, the client\u0027s confusion about authorship would likely have been avoided; per the discussion, \u0027proactive disclosure could have prevented misunderstandings and strengthened trust\u0027",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Report Inconsistency Observation",
  "proeth:necessaryFactors": [
    "Submission of the draft report to Client W for review",
    "Stylistic disparity between the AI-polished introduction and the data-analysis section",
    "Nondisclosure of the AI software used to draft the report"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "A report containing AI-generated polished text alongside Engineer A\u0027s own edits, submitted without AI disclosure, was sufficient for the client to perceive two different authors"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_6",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Engineer A completed a cursory review of the AI-generated plans and adjusted certain elements to align with site-specific conditions.",
  "proeth:causalSequence": [
    {
      "proeth:description": "Engineer A enters Client W\u0027s information into the AI software for design generation",
      "proeth:element": "Confidential Data Input",
      "proeth:step": 1
    },
    {
      "proeth:description": "AI-assisted drafting tools generate preliminary plans including basic layouts and technical specifications",
      "proeth:element": "AI Design Generation",
      "proeth:step": 2
    },
    {
      "proeth:description": "Engineer A completes only a cursory review, adjusting certain elements for site-specific conditions, failing to maintain Responsible Charge",
      "proeth:element": "Cursory Design Review",
      "proeth:step": 3
    }
  ],
  "proeth:cause": "AI Design Generation",
  "proeth:counterfactual": "Had Engineer A applied the same thorough scrutiny used for the report \u2014 the level of scrutiny required for human-created work \u2014 the review would not have been cursory",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Cursory Design Review",
  "proeth:necessaryFactors": [
    "Existence of AI-generated preliminary plans and specifications",
    "Engineer A\u0027s reliance on the AI output without proper oversight",
    "Absence of Engineer B\u0027s quality assurance function"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "AI-generated plans combined with Engineer A\u0027s choice to rely on them \u0027without proper oversight\u0027 was sufficient to produce only a high-level review"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_7",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Client W, however, noticed several issues with the AI-generated design documents, including misaligned dimensions and an omission of key safety features required by local regulations.",
  "proeth:causalSequence": [
    {
      "proeth:description": "AI tools produce plans containing misaligned dimensions and omitting key safety features",
      "proeth:element": "AI Design Generation",
      "proeth:step": 1
    },
    {
      "proeth:description": "Engineer A\u0027s high-level review fails to detect the errors",
      "proeth:element": "Cursory Design Review",
      "proeth:step": 2
    },
    {
      "proeth:description": "Flawed design documents reach Client W without disclosure of AI involvement",
      "proeth:element": "Deliverable Submission",
      "proeth:step": 3
    },
    {
      "proeth:description": "Client W notices misaligned dimensions and omission of key safety features required by local regulations",
      "proeth:element": "Design Error Discovery",
      "proeth:step": 4
    }
  ],
  "proeth:cause": "Cursory Design Review",
  "proeth:counterfactual": "Had Engineer A performed a comprehensive verification, the misaligned dimensions and omitted safety features would likely have been caught before submission, and Client W would not have discovered them",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Design Error Discovery",
  "proeth:necessaryFactors": [
    "AI-generated errors (misaligned dimensions, omitted safety features) present in the plans",
    "Engineer A\u0027s failure to detect these errors during the cursory review",
    "Client W\u0027s own review of the design documents"
  ],
  "proeth:responsibilityType": "direct",
  "proeth:responsibleAgent": "Engineer A",
  "proeth:sufficientFactors": [
    "Undetected AI errors passing through insufficient review into the deliverable, combined with client review, was sufficient for the errors to be discovered by the client; per the discussion, \u0027the identified errors suggest insufficient review, which could compromise public welfare\u0027"
  ],
  "proeth:withinAgentControl": true
}

{
  "@context": {
    "proeth": "http://proethica.org/ontology/intermediate#",
    "proeth-case": "http://proethica.org/ontology/case/7#",
    "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#"
  },
  "@id": "http://proethica.org/ontology/case/7#CausalChain_8",
  "@type": "proeth:CausalChain",
  "proeth:causalLanguage": "Client W raised concerns about the accuracy and reliability of the engineering design and instructed Engineer A to revise the plans, ensuring that all elements satisfied the necessary professional and regulatory standards.",
  "proeth:causalSequence": [
    {
      "proeth:description": "Client W discovers misaligned dimensions and omission of key safety features",
      "proeth:element": "Design Error Discovery",
      "proeth:step": 1
    },
    {
      "proeth:description": "Client W raises concerns about the accuracy and reliability of the engineering design",
      "proeth:element": "Client Concern",
      "proeth:step": 2
    },
    {
      "proeth:description": "Client W instructs Engineer A to revise the plans to satisfy professional and regulatory standards",
      "proeth:element": "Revision Instruction",
      "proeth:step": 3
    }
  ],
  "proeth:cause": "Design Error Discovery",
  "proeth:counterfactual": "Without discovering the errors, Client W would have had no basis to raise concerns or instruct a revision; the flawed plans might have proceeded, risking regulatory noncompliance and safety hazards",
  "proeth:discoveredInSection": "facts",
  "proeth:effect": "Revision Instruction",
  "proeth:necessaryFactors": [
    "Client W\u0027s discovery of misaligned dimensions and omitted safety features",
    "Client W\u0027s concern about accuracy, reliability, and regulatory compliance"
  ],
  "proeth:responsibilityType": "shared",
  "proeth:responsibleAgent": "Client W (issuing the instruction); Engineer A (creating the conditions requiring it)",
  "proeth:sufficientFactors": [
    "Discovery of safety-related and regulatory deficiencies in the plans was sufficient to trigger the instruction to revise"
  ],
  "proeth:withinAgentControl": true
}