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

171

Total Entities

9/9

Components Populated

9/9

With Embeddings

Combined Embedding
Roles R
w=0.12 384D
Client W Project Client
Commissioned Engineer A to prepare a contaminant report and engineering design documents for a groundwater...
Engineer A Responsible Charge
Bore formal responsible charge over the AI-assisted design documents and contaminant report, but conducted only a...
Environmental Engineer
A professional engineering role specializing in environmental systems, contaminant analysis, groundwater monitoring,...
Mentor Engineer
A senior professional engineering role in which the practitioner provides guidance, quality assurance review, and...
AI-Assisted Design Engineer
A professional engineering role in which the practitioner uses AI-assisted drafting or synthesis tools to generate...
Engineer A Environmental Engineer
Licensed environmental engineer retained by Client W to prepare a comprehensive contaminant report and engineering...
Engineer A AI-Assisted Design
Used open-source AI software to generate an initial report draft and preliminary engineering design documents...
Engineer B Mentor Engineer
Served as mentor and supervisor to Engineer A, providing guidance and quality assurance reviews of report drafts....
Responsible Charge Engineer
A licensed professional engineering role in which the practitioner bears formal responsible charge over a project or...
9 entities
Principles P
w=0.2 384D
Engineer A AI Design Verification Failure
Engineer A conducted only a cursory review of AI-generated design documents despite having no prior experience with...
AI Tool Disclosure Principle
Professional principle requiring engineers to disclose their use of AI-assisted tools, large language models, or...
AI Verification Competence Principle
Professional competence principle requiring engineers who use AI-assisted tools to possess sufficient understanding...
Responsible Charge Integrity Principle
Professional virtue principle requiring the engineer of record to exercise genuine, substantive oversight of all...
Mentorship Continuity Principle
Professional virtue principle requiring engineers to maintain the quality and integrity of their work when...
Intellectual Honesty in Authorship Principle
Integrity principle requiring engineers to accurately represent the authorship and intellectual origin of...
Engineer A AI Tool Non-Disclosure Report
Engineer A used AI software to generate the initial draft of the contaminant report but did not disclose this to...
Engineer A AI Tool Non-Disclosure Design
Engineer A used AI-assisted drafting tools to generate preliminary engineering design documents but did not disclose...
Engineer A Report AI Verification
Engineer A conducted a more thorough review of the AI-generated report, cross-checking key facts against...
Engineer A Seal on AI Design Documents
Engineer A applied their professional seal to engineering design documents generated primarily by AI tools after...
Engineer A Mentor Loss Response
When Engineer B retired and became unavailable, Engineer A substituted AI software for the quality assurance review...
Engineer A AI Authorship Concealment
Engineer A made minor wording adjustments to AI-generated report text to personalize it and did not disclose AI...
Engineer A Safety Feature Omission
AI-generated design documents submitted by Engineer A omitted key safety features required by local regulations,...
Engineer A Professional Competence AI Use
Engineer A used an AI drafting tool without prior experience or understanding of its accuracy limitations, producing...
Engineer A Transparency to Client
Engineer A did not disclose the use of AI tools to Client W in either the report or the design documents, depriving...
Client Data Confidentiality Principle
Relational principle requiring engineers to protect client-provided information from unauthorized disclosure,...
Attribution and Credit Principle
Professional virtue principle requiring engineers to give appropriate credit for contributions to their work...
Technology Substitution Prohibition Principle
Fundamental professional principle prohibiting engineers from using technological tools, including AI-assisted...
Engineer A AI Report Competence
Engineer A used open-source AI language processing software to generate the initial contaminant report draft and...
Engineer A Design Documents Competence Failure
Engineer A used a new AI-assisted drafting tool without prior experience and conducted only a high-level review of...
Engineer A Responsible Charge Design Failure
Engineer A sealed and submitted AI-generated design documents after only a high-level review, without the...
Engineer A Client Data AI Upload
Engineer A uploaded Client W's proprietary project information into a public-domain open-source AI interface without...
Engineer A AI Report Attribution
Engineer A's AI-generated contaminant report did not include citations of pertinent documents of technical...
Engineer A AI Design Substitution
Engineer A accepted AI-generated design documents after only a high-level review without outlining solution...
Engineer A AI Disclosure Transparency
Engineer A did not proactively disclose to Client W that AI tools substantially contributed to the contaminant...
Engineer A Mentorship Loss Design Oversight
When Engineer B became unavailable due to retirement, Engineer A proceeded with AI-assisted design work without...
Engineer A Public Safety Design Errors
Engineer A's insufficient review of AI-generated design documents resulted in omitted safety features and misaligned...
27 entities
Obligations O
w=0.15 384D
Engineer A Report AI Direction Control
Engineer A was obligated to exercise direction and control over the AI language processing tool used to generate the...
AI Authorship Honesty Obligation
Duty of an engineer to accurately represent the intellectual origin and authorship of professional work products,...
Technical Citation Obligation
Duty of an engineer to include appropriate citations to pertinent documents of technical authority in professional...
AI Tool Disclosure Obligation
Duty of an engineer who uses AI-assisted tools or large language models in the preparation of professional work...
AI Output Verification Obligation
Duty of an engineer who uses AI-assisted tools to generate technical work products to conduct a sufficiently...
Responsible Charge Seal Obligation
Duty of a licensed engineer exercising responsible charge to apply their professional seal only to work products...
Regulatory Safety Compliance Obligation
Duty of an engineer preparing engineering design documents to ensure that all plans and specifications comply with...
Mentorship Gap Competence Obligation
Duty of an engineer who loses access to a mentor or supervisor providing quality assurance review to identify and...
Engineer A AI Report Disclosure
Engineer A was obligated to disclose to Client W that AI software was used to generate the initial draft of the...
Engineer A AI Design Disclosure
Engineer A was obligated to disclose to Client W that AI-assisted drafting tools were used to generate the...
Engineer A Design Documents Verification
Engineer A was obligated to conduct a thorough and competent review of the AI-generated engineering design...
Engineer A Report AI Verification
Engineer A was obligated to conduct a thorough and competent review of the AI-generated contaminant report before...
Engineer A Design Seal
Engineer A was obligated to apply their professional seal to the engineering design documents only after conducting...
Engineer A AI Authorship Representation
Engineer A was obligated to accurately represent the AI-generated origin of the contaminant report content and to...
Engineer A Design Safety Compliance
Engineer A was obligated to ensure that the engineering design documents submitted to Client W included all safety...
Engineer A Mentor Loss Response
When Engineer B retired and became unavailable, Engineer A was obligated to identify and implement an adequate...
AI Contribution Disclosure Obligation
Duty of an engineer to proactively inform clients and other stakeholders when AI tools have substantially...
Responsible Charge Verification Obligation
Duty of a licensed engineer in responsible charge to conduct a comprehensive, experience-based verification of all...
Safety Feature Compliance Obligation
Duty of an engineer to ensure that engineering design documents include all safety features required by applicable...
Engineer A Client Data AI Upload
Engineer A was obligated to obtain prior consent from Client W before uploading Client W's proprietary project...
Engineer A Report Technical Citations
Engineer A was obligated to include citations to pertinent documents of technical authority in the AI-assisted...
Engineer A Report AI Disclosure
Engineer A was obligated to proactively disclose to Client W that AI language processing software substantially...
Engineer A Design Responsible Charge
Engineer A was obligated to conduct a comprehensive, experience-based verification of the AI-generated design...
Engineer A Safety Feature Omission
Engineer A was obligated to verify that the AI-generated design documents included all safety features required by...
Engineer A AI Design Direction Control
Engineer A was obligated to exercise genuine direction and control over the AI-assisted drafting tool by outlining...
Client Data Confidentiality Obligation
Duty of an engineer to refrain from uploading or transmitting client-provided confidential or proprietary...
AI Direction and Control Obligation
Duty of an engineer who uses AI-assisted tools to generate professional work products to exercise genuine direction...
27 entities
States S
w=0.1 384D
Client Data Exposed State
State in which a professional has uploaded or transmitted confidential client information to a third-party platform...
Engineer A AI Report Draft
The draft report generated using AI software and submitted to Client W
Engineer A Responsible Charge Deficit
Engineer A's failure to maintain active supervisory direction and control over AI-generated design documents,...
Mentor Unavailable State
State in which a professional has lost access to a previously relied-upon mentor or supervisor whose guidance was...
Unfamiliar Tool Deployment State
State in which a professional uses a tool, technology, or method with which they have no prior experience, creating...
AI-Generated Work Product State
State in which a professional's work product has been substantially generated or drafted by artificial intelligence...
Deficient Work Product Submitted State
State in which a professional has submitted a work product to a client that contains errors, omissions, or...
Undisclosed AI Use State
State in which a professional has used AI tools to generate or substantially assist in producing a work product but...
Engineer A Client Relationship
Engineer A's professional engagement with Client W
Engineer A Technical Writing Competence
Engineer A's self-assessed limitation in technical writing
Engineer A Mentor Unavailable
Engineer A's loss of access to Engineer B as mentor and quality assurance reviewer
Engineer A Unfamiliar AI Tool
Engineer A's use of AI drafting software with no prior experience
Engineer A AI Design Documents
The engineering design documents generated using AI-assisted drafting tools and submitted to Client W
Engineer A Undisclosed AI Report
Engineer A's omission of disclosure of AI use in the report
Engineer A Undisclosed AI Design
Engineer A's omission of disclosure of AI use in the engineering design documents
Engineer A Design Deficiencies
The engineering design documents found to contain errors and regulatory omissions
Engineer A Regulatory Non-Compliance Design
The engineering design documents that omit safety features required by local regulations
Engineer A Public Safety Design Omission
The risk to public safety created by the omission of required safety features in the engineering design documents
Engineer A Confidential Client Data AI Input
Client W's proprietary site data and groundwater monitoring information input into open-source AI software
Inadequate AI Review State
State in which a professional has performed only a superficial or high-level review of AI-generated technical work...
Undisclosed AI Contribution State
State in which artificial intelligence tools have made a substantial contribution to a professional work product but...
Responsible Charge Deficit State
State in which a professional engineer has failed to maintain the active engagement, supervisory direction, and...
Engineer A Client Data Exposure
Engineer A's upload of Client W's confidential information to an open-source AI interface
Engineer A AI Report Undisclosed Use
Engineer A's use of AI language processing software to draft the groundwater monitoring report without disclosing...
Engineer A Design Inadequate AI Review
Engineer A's high-level review of AI-assisted drafting tool output for the design documents, which left misaligned...
Engineer A Design Deficient Submission
Engineer A's submission of AI-generated design documents containing misaligned dimensions and omitted safety...
Engineer A Unfamiliar Drafting Tool
Engineer A's use of an AI-assisted drafting tool that was new to the market and with which Engineer A had no...
Engineer A AI Report Work Product
Engineer A's groundwater monitoring report substantially drafted by AI language processing software
Engineer A Public Safety Design Risk
The risk to public safety arising from omitted safety features and misaligned dimensions in the AI-generated design...
29 entities
Resources Rs
w=0.1 384D
Engineering Seal Regulation Resource
State law or regulatory provision governing the conditions under which a licensed professional engineer may apply...
Local Regulatory Safety Requirement Resource
Local or jurisdictional regulations specifying mandatory safety features and design requirements that engineering...
NSPE Code of Ethics
Governs Engineer A's professional obligations regarding competence, responsible use of AI tools, disclosure to...
State Engineering Seal Law
Engineer A applied their professional seal to the draft report consistent with state law, making the conditions and...
Local Site Safety Regulations
Client W identified that the AI-generated design documents omitted key safety features required by local...
Responsible Charge Definition Resource
An official position statement or policy document issued by a professional engineering society that defines the...
AI Tool Use Guidance Resource
Professional guidance, policy statements, or documented norms addressing the appropriate use of artificial...
7 entities
Actions A
w=0.1 384D
Cursory Design Document Review
AI Disclosure Omission for Design
Project Acceptance
AI Tool Adoption for Report
Client Data Upload to AI
Thorough Report Review
AI Disclosure Omission for Report
Draft Report Sealing and Submission
AI Tool Adoption for Design
Design Document Submission
10 entities
Events E
w=0.08 384D
Supervisor Retirement
Dual Deliverable Pressure
Client Data Exposure
AI Report Generation
AI Design Generation
Report Stylistic Inconsistency
Design Defect Discovery
Revision Instruction Issued
8 entities
Capabilities Ca
w=0.07 384D
AI Direction and Control Capability
Capability to exercise genuine professional direction and control over AI-assisted tools used to generate...
Mentorship Gap Adaptation Capability
Capability to recognize when the loss of a mentor or supervisor creates a quality assurance gap in one's...
Engineer A Technical Citation
Engineer A, as an experienced environmental engineer, possessed the capability to identify and include citations to...
AI Tool Disclosure Capability
Capability to recognize when the use of AI-assisted tools or large language models in professional work products...
AI Output Verification Capability
Technical capability to critically evaluate AI-generated work products for accuracy, completeness, regulatory...
Responsible Charge Verification Capability
Capability to conduct a review of professional work products that is sufficiently thorough to support the exercise...
AI Authorship Representation Capability
Capability to accurately represent the intellectual origin and authorship of professional work products, including...
Engineer A AI Disclosure
Engineer A lacked or failed to exercise the capability to recognize that use of AI software to generate the report...
Engineer A Report AI Verification
Engineer A exercised partial AI output verification capability for the report by cross-checking key facts and...
Engineer A Design Seal Verification
Engineer A failed to exercise adequate responsible charge verification capability before sealing the AI-generated...
Engineer A Mentor Loss Response
Engineer A recognized the quality assurance gap created by Engineer B's retirement but selected an inadequate...
Engineer A Authorship Representation
Engineer A failed to accurately represent the AI-generated origin of the report content, presenting AI-synthesized...
Engineer A Environmental Domain Competence
Engineer A possessed domain expertise in environmental engineering, including groundwater monitoring and contaminant...
Safety Feature Recognition Capability
Technical capability to identify required safety features in engineering design documents, including the ability to...
Engineer A Client Data Confidentiality
Engineer A had the professional background to recognize that uploading client proprietary information to a...
Engineer A AI Direction Control Report
Engineer A demonstrated partial exercise of AI direction and control capability for the contaminant report by...
Engineer A AI Direction Control Design
Engineer A failed to exercise adequate AI direction and control capability over the AI-assisted drafting tool used...
Engineer A AI Output Verification Report
Engineer A applied AI output verification capability to the contaminant report by conducting a thorough review and...
Engineer A AI Output Verification Design
Engineer A failed to adequately apply AI output verification capability to the AI-generated engineering design...
Engineer A Responsible Charge Verification Design
Engineer A failed to apply responsible charge verification capability to the AI-generated design documents,...
Engineer A AI Authorship Representation
Engineer A possessed the capability to accurately represent the AI-generated origin of the contaminant report and...
Engineer A AI Tool Disclosure
Engineer A possessed the capability to recognize that AI tools substantially contributed to the contaminant report...
Engineer A Safety Feature Recognition
Engineer A, as an experienced environmental engineer, possessed the technical capability to identify required safety...
Engineer A Mentorship Gap Adaptation
Engineer A failed to exercise mentorship gap adaptation capability after Engineer B retired, continuing to rely on...
Engineer A Domain Expertise Environmental
Engineer A possessed domain expertise as an experienced environmental engineer with strong technical expertise in...
Client Data Confidentiality Capability
Capability to recognize when professional activities involving third-party platforms or tools would expose client...
Technical Citation Capability
Capability to identify and include appropriate citations to pertinent documents of technical authority in...
Engineer A Design Safety Compliance
Engineer A failed to exercise adequate engineering design error recognition capability during review of the...
28 entities
Constraints Cs
w=0.08 384D
Engineer A Design Documents Verification
Engineer A was constrained to conduct a sufficiently thorough technical review of the AI-generated engineering...
Engineer A Design Direction Control
Engineer A was required to actively direct and control the AI-assisted drafting process from conception through...
Engineer A AI Judgment Substitution
Engineer A was prohibited from using the AI-assisted drafting tool as a substitute for independent engineering...
Engineer A Mentor Loss Competence Gap
Engineer A was constrained by the loss of Engineer B's mentorship and quality assurance review from delivering...
Client Data Consent Constraint
Confidentiality constraint prohibiting an engineer from sharing, uploading, or otherwise transmitting confidential...
AI Disclosure Constraint
Ethical and professional constraint requiring an engineer who uses AI tools to generate or substantially assist in...
AI Output Verification Constraint
Competence and safety constraint requiring an engineer who uses AI-generated outputs as the basis for professional...
Unfamiliar Tool Competence Constraint
Competence constraint limiting an engineer's permissible use of a tool, technology, or method with which they lack...
Engineer A AI Report Disclosure
Engineer A was constrained by professional ethics to disclose to Client W that AI language processing software was...
Engineer A AI Design Disclosure
Engineer A was constrained by professional ethics to disclose to Client W that AI-assisted drafting tools were used...
Engineer A Client Data AI Upload
Engineer A was constrained from uploading Client W's confidential site data and groundwater monitoring information...
Engineer A Unfamiliar Drafting Tool Use
Engineer A was constrained by competence boundaries from relying on an AI-assisted drafting tool with which they had...
Engineer A Design Safety Regulatory Compliance
Engineer A was constrained to ensure that engineering design documents submitted to Client W included all safety...
Engineer A Report Authorship Representation
Engineer A was constrained by the non-deception principle from presenting AI-generated report content as their own...
Technical Citation Constraint
Procedural and ethical constraint requiring that an engineer's professional work products include appropriate...
AI Contribution Attribution Constraint
Ethical constraint requiring that an engineer disclose and appropriately attribute the substantial contribution of...
Responsible Charge Direction Constraint
Regulatory and ethical constraint requiring that an engineer in responsible charge actively direct and control the...
Technology Substitution Constraint
Ethical constraint prohibiting an engineer from using a technological tool as a replacement or substitute for...
Engineer A Client Data Upload Consent
Engineer A was prohibited from uploading Client W's confidential proprietary site data and groundwater monitoring...
Engineer A Report Citation Omission
Engineer A was required to include citations to pertinent documents of technical authority in the AI-assisted...
Engineer A AI Report Attribution
Engineer A was required to disclose and attribute the substantial contribution of AI language processing software to...
Engineer A AI Design Attribution
Engineer A was required to disclose and attribute the substantial contribution of AI-assisted drafting tools to the...
Engineer A Design AI Output Verification
Engineer A was required to conduct a sufficiently thorough independent technical review of the AI-generated...
Confidential Data Platform Constraint
Confidentiality constraint prohibiting an engineer from uploading or transmitting confidential client data to...
Responsible Charge Seal Constraint
Regulatory and legal constraint requiring that a licensed professional engineer apply their professional seal only...
Engineer A Design Seal Responsible Charge
Engineer A was constrained to apply their professional seal to the engineering design documents only if they had...
26 entities
Embeddings: all-MiniLM-L6-v2 (384D, local) | Storage: pgvector (PostgreSQL) | Used for section and component similarity matching