Use of Artificial Intelligence in Engineering Practice

Case 7 Source
Back to Case

Document Structure

5

Sections

5/5

With Embeddings

100%

Coverage

384D

Dimensions
Embeddings use 384D local model for precedent matching
Document Sections

Content Length
1401 chars
HTML Length
1401 chars
Plain Text Length
2816 chars
Embedding Dimension
384 Compatible
Created
2025-07-21 12:37
Updated
2025-07-21 12:37
Content Preview
Engineer A's use of AI in report writing was partly ethical, and partly unethical. Engineer A was competent and did thoroughly review and verify the AI-generated content, ensuring accuracy and compliance with professional standards. However, Engineer A did not obtain client permission to disclose private information, nor did Engineer A document required technical citations. Ethical use of AI to create the report text must satisfy all pertinent requirements.The use of AI-assisted drafting tools by Engineer A was not unethical per se. However, Engineer A’s misuse of the tool, by failing to maintain Responsible Charge over the AI tool and its output before sealing the document and providing it to Client W, was unethical.Similar to other software used in the design or detailing process, Engineer A has no professional or ethical obligation to disclose AI use to Client W (unless such disclosure is required under Engineer A’s contract with Client W). However, at the time of the BER’s review of this case there is no universal guideline mandating AI disclosure in engineering work. Ethical principles favor transparency when AI plays a substantial role in generating work products. To uphold ethical standards, engineers integrating AI into their practice should adopt rigorous verification processes and consider disclosing AI involvement when it plays a significant role in the final product.

Content Length
11030 chars
HTML Length
12264 chars
Plain Text Length
11030 chars
Embedding Dimension
384 Compatible
Created
2025-07-21 12:37
Updated
2026-03-02 23:20
Content Preview
The Board of Ethical Review (BER) has a long history of open and welcome advocacy for the introduction of new technologies in engineering work, so long as the technologies are used in such a way that the engineering is done professionally. Artificial intelligence (AI) language processing software and AI-assisted drafting tools are in this category. The AI issues examined in this case are characteristic of engineering practice and are discussed and analyzed accordingly. However, other ethical considerations may arise when applying AI in different engineering contexts such as engineering education or engineering research. The following discussion does not attempt to address any of the potential legal considerations that may arise in such circumstances. Almost 35 years ago, in BER Case 90-6 , the BER looked at a hypothetical involving an engineer’s use of computer assisted drafting and design tools. The BER was asked if it was ethical for an engineer to sign and seal documents prepared using such a system. The introductory paragraph in that case gives a nice summary of the issue and looks ahead to one of the questions we see in this case – use of AI. The case begins: In recent years, the engineering profession has been ‘revolutionized’ by exponential growth in new and innovative computer technological breakthroughs. None have been more dynamic than the evolution that transformed yesterday's manual design techniques to Computer Aided Design (CAD), thence to Computer Assisted Drafting and Design (CADD) and soon Artificial Intelligence [AI]. The BER considers the change to CAD to merely represent a drafting enhancement. The change to CADD provides the BER with concerns that require assurance that the professional engineer has the requisite background, education and training to be proficient with the dynamics of CADD including the limitations of current technology. As night follows day one can be assured that CADD utilized beyond its ability to serve as a valuable tool has...

Content Length
3885 chars
HTML Length
3885 chars
Plain Text Length
3891 chars
Embedding Dimension
384 Compatible
Created
2025-07-21 12:37
Updated
2025-07-21 12:37
Content Preview
Engineer A, an environmental engineer with several years of experience and holding a professional engineering license, was retained by Client W to prepare a comprehensive report addressing the manufacture, use, and characteristics of an organic compound identified as an emerging contaminant of concern. This work required Engineer A to perform an analysis of groundwater monitoring data from a site Engineer A had been observing for over a year. In addition, Engineer A was tasked to develop engineering design documents (plans and specifications) for modifications to groundwater infrastructure at the same site.Engineer A is known for their strong technical expertise but is, personally, less confident in their technical writing. Previously, Engineer A had relied on guidance and quality assurance reviews by their mentor and supervisor, Engineer B, to refine report drafts. But Engineer B recently retired and was no longer available to Engineer A in a work capacity.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. The AI drafting software was new to the market and Engineer A had no previous experience with the tool. The AI drafting software was also open-sourced.For the report, Engineer A gathered the relevant information provided by Client W and relied on the AI software to synthesize the information and generate an initial draft of the necessary report. 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.Not being familiar with the full functionality of the AI software, including the accuracy and originality of AI-generated text, Engineer A conducted a thorou...

Content Length
402 chars
HTML Length
402 chars
Plain Text Length
818 chars
Embedding Dimension
384 Compatible
Created
2025-07-21 12:37
Updated
2025-07-21 12:37
Content Preview
Was Engineer A’s use of AI to create the report text ethical, given that Engineer A thoroughly checked the report?Was Engineer A’s use of AI-assisted drafting tools to create the engineering design documents ethical, given that Engineer A reviewed the design at a high level?If the use of AI was acceptable, did Engineer A have an ethical obligation to disclose the use of AI in any form to the Client?

Content Length
1622 chars
HTML Length
6283 chars
Plain Text Length
8293 chars
Embedding Dimension
384 Compatible
Created
2025-07-21 12:37
Updated
2026-03-02 23:20
Content Preview
I.1. Hold paramount the safety, health, and welfare of the public. Subject Reference Duty to the Public I.2. Perform services only in areas of their competence. Subject Reference Competence Qualifications for Work I.5. Avoid deceptive acts. Subject Reference Advertising II.1.c. Engineers shall not reveal facts, data, or information without the prior consent of the client or employer except as authorized or required by law or this Code. Subject Reference Confidential Information II.2.a. Engineers shall undertake assignments only when qualified by education or experience in the specific technical fields involved. Subject Reference Competence Qualifications for Work II.2.b. Engineers shall not affix their signatures to any plans or documents dealing with subject matter in which they lack competence, nor to any plan or document not prepared under their direction and control. Subject Reference Competence Signing Plans/Documents III.3. Engineers shall avoid all conduct or practice that deceives the public. III.8.a. Engineers shall conform with state registration laws in the practice of engineering. Subject Reference Licensure Laws III.9. Engineers shall give credit for engineering work to those to whom credit is due, and will recognize the proprietary interests of others. Subject Reference Credit for Engineering Work Proprietary Interests
Similar Cases

Find cases with similar D-tuple components, provisions, and tags.

Find Similar Cases

D-tuple Component Breakdown

72

Total Entities

9/9

Components Populated

9/9

With Embeddings

Combined Embedding
Roles R
w=0.12 384D
Engineer A Environmental Engineer
Retained by Client W to prepare a comprehensive contaminant report and analyze groundwater monitoring data; used...
Engineer A Design Engineer
Tasked to develop engineering design documents for groundwater infrastructure modifications; used AI-assisted...
Client W Client
Retained Engineer A for the contaminant report and design documents, provided the underlying information, reviewed...
Engineer B Mentor Engineer
Formerly provided mentorship, guidance, and quality assurance reviews of Engineer A's report drafts as mentor and...
Engineer A Responsible Charge Engineer
The Board found Engineer A, as the engineer in Responsible Charge of the project, relied on AI-assisted tools...
Engineer A Public Responsibility
The Board found that the errors in the AI-generated design documents, produced under Engineer A's insufficient...
6 entities
Principles P
w=0.2 384D
Public Welfare in Design Documents
Client W noticed the omission of key safety features required by local regulations in the AI-generated design...
Responsible Charge in Sealing
Engineer A applied their professional seal to the draft report consistent with state law, thereby taking responsible...
Confidentiality of Client W Information
Uploading Client W's information into the AI open-source interface was tantamount to placing the client's private...
Transparency of AI Contribution
Engineer A's failure to disclose the AI contribution to Client W raised transparency concerns; the Board noted that...
Professional Judgment Primacy in AI Use
The Board applied the value that technology must not substitute for engineering judgment, holding that responsible...
Transparency About Draft and AI Use
Engineer A acted on transparency by including language to clearly identify that the supplied report was a draft,...
Competence in AI-Assisted Environmental Work
The Board found Engineer A, as an experienced environmental engineer, competent to analyze groundwater monitoring...
Honesty in AI-Assisted Report Writing
The Board assessed whether AI-assisted writing constituted a deceptive act and concluded it did not, since Engineer...
Review Adequacy of AI Output
Engineer A acted on the value unevenly, conducting a thorough review of the AI-generated report with fact...
Responsible Charge over AI-Assisted Design
The Board found Engineer A did not maintain responsible charge, since reviewing AI-generated drawings after...
Public Welfare in AI Design Errors
The Board held that the misaligned dimensions and omitted safety features in the AI-generated design documents could...
Intellectual Honesty in AI Text
Engineer A verified the originality of the AI-generated phrasing by running search engine queries to ensure the...
Credit Attribution in AI Report
The Board held that ethical use of the AI software would need to include appropriate citations of documents of...
13 entities
Obligations O
w=0.15 384D
Engineer A AI Citation Duty
Engineer A must cite the use of AI software and AI-assisted drafting tools in preparing the report and the...
Engineer A Citation Credit Duty
Engineer A must give credit for engineering work to those to whom credit is due, which for ethical use of the AI...
Engineer A Report Review Duty
Engineer A must review the AI-generated report in sufficient depth, verifying the accuracy of key facts and the...
Engineer A Draft Disclosure Duty
Engineer A must clearly identify to Client W that the supplied report is a draft when submitting it for review.
Engineer A Responsible Charge QA Duty
Engineer A, as the engineer in Responsible Charge of the project, is required to provide an experience-based quality...
Engineer A Design Review Duty
Engineer A must review the AI-generated engineering design documents in sufficient depth to verify their accuracy...
Engineer A Client Consent Confidentiality Duty
Engineer A must obtain Client W's prior consent before sharing Client W's confidential information, including before...
Engineer A Public Safety Paramount Duty
Engineer A must hold paramount the safety, health, and welfare of the public when preparing and verifying the...
Engineer A Competence Duty
Engineer A must perform services only in areas of competence and undertake the groundwater monitoring analysis and...
9 entities
States S
w=0.1 384D
Responsible Charge Lapse
Engineer A's oversight of the AI-generated engineering plans
Client W Data Public Domain Exposure
Client W's private information uploaded by Engineer A
AI Design Error Safety Hazard
The public affected by the AI-generated design documents
Untested AI Tool Reliance
Engineer A
AI Tool Unfamiliarity
Engineer A
Omitted Safety Features Violation
AI-generated design documents for the groundwater infrastructure modifications
Deficient AI Design Documents
AI-generated design documents delivered to Client W
Engineer B Review Unavailable
Engineer A
Engineer A Writing Shortfall
Engineer A
Uncited AI Tool Use
Engineer A
Cursory Review of AI Plans
Engineer A
Sealed Draft Report
Draft report submitted to Client W
Absent AI Disclosure Guidelines
The engineering profession's AI disclosure practice as it bears on Engineer A's work for Client W
Technical Authority Citation Omission
The AI-generated report delivered by Engineer A
14 entities
Resources Rs
w=0.1 384D
NSPE Code of Ethics
NSPE Position Statement No. 10-1778
BER Case 90-6
BER Case 98-3
4 entities
Actions A
w=0.1 384D
AI Tool Adoption
Revision Instruction
Confidential Data Input
Thorough Report Review
Report Sealing and Submission
Cursory Design Review
Design AI Disclosure Omission
7 entities
Events E
w=0.08 384D
Mentor Retirement
AI Report Generation
Confidential Information Exposure
AI Design Generation
Report Inconsistency Observation
Design Error Discovery
6 entities
Capabilities Ca
w=0.07 384D
Engineer A AI Report Verification
Engineer A Report Review Judgment
Engineer A Report Direction Control
Engineer A Draft Status Disclosure
Engineer A Self-Assessment
Engineer A Groundwater Data Analysis
Engineer A Accurate Representation
7 entities
Constraints Cs
w=0.08 384D
Engineer A Client Data Confidentiality
Engineer A must not place Client W's private information into open-source AI software where it may become accessible...
Engineer A Safety Feature Omission Bar
Engineer A must not deliver engineering design documents for the groundwater infrastructure modifications that omit...
Engineer A Tool Substitution Limit
Engineer A must not allow the AI software and AI-assisted drafting tools to substitute for Engineer A's own...
Engineer A Seal State Law Limit
Engineer A must not apply their professional engineering seal to the report except as state law permits.
Engineer A Signature Direction Control Boundary
Engineer A must not affix their signature to any plan or document dealing with subject matter in which they lack...
Engineer A Judgment Substitution Boundary
Engineer A must not allow the AI tools to replace or substitute for Engineer A's own engineering judgment, and must...
6 entities
Embeddings: all-MiniLM-L6-v2 (384D, local) | Storage: pgvector (PostgreSQL) | Used for section and component similarity matching