Generative AI use is now nearly ubiquitous across professional and creative domains. There is still a significant stigma attached to its use for creative writing of all kinds, whether for artistic or commercial purposes. This stigma often stems from concerns about authenticity, originality, and the perceived devaluation of human creativity and expertise. However, as AI tools become increasingly sophisticated and integrated into professional workflows, the question is shifting from whether to use AI to how to use it responsibly and transparently.
Our take: use AI, but disclose fully how it was used: for research, outlines, first drafts of sections, full drafts of articles, editing assistance, or other purposes. Transparency builds trust with audiences, maintains professional integrity, and allows readers to properly evaluate the work they’re consuming. Different fields and contexts call for different levels of disclosure, but the underlying principle remains constant: audiences deserve to know when AI has played a substantive role in creating the content they’re engaging with.
Disclosing Prompts and Models
Beyond simply acknowledging AI use, there’s an emerging question of whether creators should disclose which specific AI models they used and, in some cases, share the prompts that generated the content. For maximum transparency, particularly in academic, journalistic, or artistic contexts where methodology matters, disclosing the specific tool (ChatGPT, Claude, Midjourney, etc.) and version can help audiences better evaluate the output and potential limitations or biases of that particular system.
Sharing prompts, either verbatim or in summary form, takes transparency further by revealing how the creator guided the AI and demonstrating their creative or intellectual contribution to the process. While this level of disclosure may be excessive for routine business communications, it can be valuable for research, investigative journalism, creative works seeking to engage with AI as medium, or any context where reproducibility and methodology are important. As best practices evolve, consider whether your audience would benefit from knowing not just that AI was used, but how it was used: what instructions were given, what models were employed, and how outputs were selected and refined. This deeper transparency helps demystify AI-assisted work and clarifies the human role in the creative process.
Journalism
For journalists, credibility is currency. The use of generative AI in journalism raises particular concerns about accuracy, fact-checking, and the verification of sources, cornerstones of ethical journalism. While AI can assist with research, data analysis, and even drafting certain types of routine reporting, journalists must be transparent about its role.
Recommended disclosure practices include noting when AI was used for background research, preliminary drafts, data analysis, or quote verification. Journalists should not quote AI to replace human commentary, create fictional sources, or generate factual claims without verification, especially important given the hallucination potential and update lag in all generative AI models. All AI-assisted content should undergo the same fact-checking and editorial review as traditionally produced journalism. Journalists should retain prompts for disclosure.
Sample disclosure statements:
∙ “AI tools were used to analyze the dataset referenced in this article. All findings were independently verified by the reporter.”
∙ “Background research for this piece was conducted with AI assistance. All facts, quotes, and analysis were verified through primary sources and traditional reporting methods.”
∙ “An initial draft of this article was generated using AI based on the reporter’s notes and interviews. The final piece was substantially revised, fact-checked, and edited by human journalists.”
Commentators and Opinion Writers
Commentators and opinion writers occupy a unique position where their personal voice, perspective, and reasoning are the product itself. Readers engage with commentary specifically because they value that individual’s thoughts and analytical framework. However, AI can still play a legitimate role in research, structuring arguments, or refining expression.
The key ethical consideration is that the core ideas, arguments, and perspective must genuinely originate from the commentator. Using AI to help articulate or organize existing thoughts differs fundamentally from outsourcing the thinking itself.
Sample disclosure statements:
∙ “AI tools assisted in researching background information and organizing the structure of this piece. All opinions, arguments, and conclusions are my own.”
∙ “I used AI to help refine the expression of certain technical concepts in this piece, but the analysis and perspective are entirely my own.”
∙ “This commentary was written in collaboration with AI tools, which helped develop initial drafts of several sections. I substantially revised and refined all content to reflect my personal analysis and voice.”
Business Journalism
Business journalists face unique challenges around data analysis, market research, and the interpretation of financial information. AI can be particularly valuable for processing large datasets, identifying trends, or drafting routine earnings reports. However, the same standards of accuracy and verification that apply to general journalism are equally critical here.
Business journalists should be especially careful about disclosing AI use when covering companies that produce AI technologies, to avoid any appearance of conflict of interest or undue influence.
Sample disclosure statements:
∙ “AI tools were used to analyze financial data and identify trends discussed in this article. All analysis was reviewed and verified by the reporter and subject matter experts.”
∙ “This earnings report summary was drafted using AI based on publicly available financial documents. All figures and statements were independently verified.”
∙ “AI assisted in processing and visualizing the market data referenced in this piece. The reporter’s analysis and expert interviews were conducted independently.”
Business Communications
In corporate communications, PR, and business writing, the use of AI is often more accepted, as the focus is typically on clarity, efficiency, and message consistency rather than individual creative expression. However, disclosure may still be appropriate depending on context and audience expectations.
For internal communications, disclosure may be less critical. For external-facing materials, particularly those representing company positions on sensitive matters or making significant announcements, organizations should consider whether disclosure serves transparency goals.
Sample disclosure statements:
∙ “This report was prepared with AI assistance to ensure consistency and accuracy in data presentation. All content was reviewed and approved by company leadership.”
∙ “AI tools were used to draft the outline and portions of this communication. All information has been verified for accuracy and approved by relevant stakeholders.”
∙ “We used AI to help structure and refine this message while ensuring all content accurately reflects our company’s position and values.”
Service Journalism
Service journalism (how-to guides, explainers, product reviews, and practical advice columns) presents an interesting case. While AI can efficiently compile information and structure advice, the testing, verification, and real-world experience that make service journalism valuable must come from humans.
Transparency is particularly important when AI is used to generate recommendations or compile information from multiple sources, as readers rely on this content for practical decisions.
Sample disclosure statements:
∙ “AI tools helped compile and organize information for this guide. All recommendations were independently researched and tested by our editorial team.”
∙ “This explainer was drafted with AI assistance based on expert interviews and research conducted by our staff. All content was reviewed for accuracy and clarity.”
∙ “We used AI to help structure this how-to guide and identify key steps. All instructions were tested and verified by our team before publication.”
PR and Communications Professionals
PR professionals often use AI for drafting press releases, social media content, and other communications materials. While efficiency is valuable, authenticity matters, particularly when communicating on behalf of clients or organizations during crises or on sensitive topics.
Disclosure in PR is contextual. Press releases and routine announcements may not require disclosure, but communications addressing significant events, controversies, or stakeholder concerns should prioritize authenticity.
Sample disclosure statements:
∙ “This statement was prepared with AI assistance to ensure timely and accurate communication. All content reflects our organization’s official position and was approved by leadership.”
∙ “AI tools supported the drafting of this announcement. All information has been verified and represents our genuine commitment to the issues addressed.”
Business Writing by Managers, Executives and Leaders
When executives, business leaders, and managers use AI to draft memos, strategy documents, reports, presentations, or thought leadership pieces, the considerations differ from those of professional writers. The primary concern is whether the content accurately reflects the leader’s genuine thinking, values, and strategic vision. Employees, stakeholders, and the public expect executive communications to represent authentic leadership perspective, not algorithmically generated corporate-speak.
AI can legitimately assist with structuring complex ideas, ensuring clarity, or drafting routine communications. However, for high-stakes communications (vision statements, crisis responses, major announcements, or thought leadership) leaders should ensure the core thinking is their own. Disclosure may be less critical for routine internal memos but becomes more important for external-facing content that represents the leader’s personal brand or the organization’s strategic direction.
Sample disclosure statements:
∙ “AI tools assisted in drafting sections of this strategic document. All analysis, decisions, and recommendations reflect leadership’s assessment and direction.”
∙ “This message was prepared with AI assistance to ensure clarity and consistency. The strategy and priorities outlined here represent my personal commitment and vision for our organization.”
∙ “I used AI to help articulate and organize the ideas in this piece. The thinking, experience, and perspective are mine.”
∙ “AI supported the preparation of this report by helping structure complex information. All conclusions and strategic recommendations were developed by our leadership team.“
Creative Writers, Poets, and Songwriters
For creative writers, the use of AI touches on fundamental questions about authorship, creativity, and artistic integrity. The literary and artistic communities have been among the most resistant to AI use, viewing it as potentially undermining the authentic human expression that defines art.
Full disclosure is essential here. Readers, listeners, and consumers of creative work engage with it partly because of the human experience and perspective they believe it represents. Using AI without disclosure can feel like a betrayal of that implicit contract.
Sample disclosure statements:
∙ “AI tools were used to generate initial ideas and experimental drafts for portions of this work. All final content was substantially revised, refined, and shaped by the author to reflect their artistic vision.”
∙ “This piece incorporates text generated in collaboration with AI. The author guided the creative direction, selected and edited all content, and takes full responsibility for the final work.”
∙ “AI assisted in brainstorming and developing early drafts. The author rewrote and refined all material to ensure it authentically represents their voice and creative intent.”
∙ “Experimental sections of this work were created in dialogue with AI systems. These sections are marked [or identified] to distinguish them from traditionally authored content.”
Photographers and Visual Artists
Visual artists and photographers face unique challenges as AI image generation becomes more sophisticated. The line between using AI as a tool (like Photoshop) and having AI create the work itself can be blurry.
Disclosure should address whether AI generated the entire image, specific elements, or was used for editing and enhancement. The art world increasingly demands transparency about process and medium.
Sample disclosure statements:
∙ “This image was created using AI generation tools based on the artist’s detailed prompts and creative direction. Post-generation editing and curation were performed by the artist.”
∙ “AI tools were used to enhance and edit portions of this photograph. The original image was captured by the photographer.”
∙ “This is an AI-generated artwork. The artist developed the concept, provided detailed prompts, and curated from multiple AI-generated options to realize their artistic vision.”
∙ “This piece combines traditional photographic elements with AI-generated components. [Specific elements] were created using AI, while [other elements] were traditionally captured/created.”
∙ “Elements of this work were generated through collaboration with AI systems. The composition, concept, and final selection represent the artist’s creative choices.”
Social Media Content Creators
Social media presents perhaps the most casual context for AI use, yet transparency remains important, especially as platforms increasingly flag or label AI-generated content, and as audiences become more sophisticated about detecting it. The hashtag #AIused is recommended as a simple, standardized way to signal AI use in social media posts, threads, and content.
For influencers and content creators whose personal brand depends on authenticity, disclosure is particularly critical. Followers engage with creators because they value their unique perspective, expertise, or personality. While AI can help with content ideation, caption writing, or image creation, audiences deserve to know when they’re engaging with AI-assisted content rather than purely human expression.
The informality of social media doesn’t diminish the need for honesty. In fact, the rapid spread of misinformation on these platforms makes transparency even more essential. Using #AIused or similar disclosure methods helps maintain trust with your audience and sets a standard for ethical content creation.
Sample social media disclosure post:
“A note on my content: I sometimes use AI tools to help brainstorm ideas, draft captions, or create visual elements for my posts. When I do, I’ll include #AIused in the post. My perspective, experiences, and voice are always my own—AI just helps me express them more efficiently. I believe in being transparent with you about my creative process. If you ever have questions about how a specific post was created, just ask! #transparency #ethicalAI #contentcreation”
Sample post disclosures:
∙ “Used AI to help draft this thread about [topic]. All research and opinions are mine, refined through my own experience. #AIused”
∙ “This image was AI-generated based on my concept and prompts. #AIused #AIart”
∙ “AI helped me organize my thoughts for this post, but these are my genuine takeaways from [experience]. #AIused”
∙ “Caption assistance from AI, photo is all me. #AIused”
As AI becomes more integrated into creative and professional workflows, transparent disclosure practices will become increasingly important for maintaining trust, credibility, and professional integrity. The specific form of disclosure should match the context and audience expectations, but the underlying principle remains: when AI plays a substantive role in creating content, audiences deserve to know.
Someday, when AI systems have proven themselves consistently reliable, when audiences have fully adapted to AI as a standard creative tool, and when the technology has matured beyond its current limitations, such extensive disclosure may no longer be necessary. We may reach a point where AI assistance is assumed and unremarkable, much as we don’t disclose the use of word processors, spell-checkers, or search engines today.
But that day is not today. Current AI systems, while impressive, remain prone to errors, hallucinations, biases, and unpredictable outputs. They can generate plausible-sounding errors, perpetuate harmful stereotypes, or produce work that infringes on others’ intellectual property. The technology is still evolving, as is our collective understanding of its capabilities and limitations. During this transitional period, disclosure serves multiple functions: it protects audiences from being misled, it maintains professional accountability when errors occur, it allows for informed evaluation of content quality, and it preserves trust in an era of rapid technological change.
Transparency today builds the foundation for whatever relationship between human and artificial intelligence emerges tomorrow. By disclosing AI use now, we demonstrate respect for our audiences, commitment to professional standards, and recognition that the tools we use to create matter as much as what we create. This candour not only serves our audiences but also allows for more productive conversations about the evolving role of AI in human creativity and expression.
*Claude AI was used in the outline for this article along with drafting some of the sample statements about AI use, which were then edited by humans.
