The Power of Effective Communication Skills in the Age of AI
Why Communication Still Matters in an AI‑Driven Workflow
6 minutes read time.
As many of us working in digital learning and educational technology have experienced, the integration of Artificial Intelligence into our workflows has shifted from an emerging trend to an essential component of modern content creation. Large language models such as ChatGPT now play a significant role in how we research, draft, revise, and design educational materials. When used thoughtfully, these tools can streamline repetitive tasks, surface information quickly, and support more efficient decision‑making. Most importantly, they amplify (rather than replace) the expertise of the educators, designers, and authors who guide them.
AI amplifies, rather than replaces, the expertise of the educators, designers, and authors who guide them.
Even as AI becomes more capable, our human communication skills remain central to the process. Language models generate text based on patterns, not genuine understanding. They rely on us to provide clarity, context, and critical evaluation. In the context of digital learning, instructional multimedia designers and content authors act as interpreters between human insight and AI‑generated output, ensuring that materials remain pedagogically sound, accessible, and aligned with learner needs.
Example: Poor vs. Effective Communication With AI
| Communication Style | Sample Prompt | Impact on AI Output |
|---|---|---|
| Poor | “Write something about accessibility.” | Too vague; no audience, purpose, or scope. The AI must guess what you want, leading to generic or irrelevant output. |
| Effective | “I’m creating a short introduction for an online module about digital accessibility. The audience is new to the topic, so keep the tone friendly and avoid technical jargon. In 2–3 paragraphs, explain why accessibility matters in web design and give one practical example.” | Provides purpose, audience, tone, length, and focus. The AI has enough context to produce accurate, relevant, and usable content. |
Because AI now intersects with so many stages of content development, transparency is a necessary part of ethical educational publishing. Readers deserve to know when AI has contributed to a resource, in what capacity, and to what extent. This transparency supports academic integrity, helps learners develop digital literacy, and clarifies the limitations of AI‑generated content, including the potential for inaccuracies or missing context.
To support this commitment to openness, the Campus Manitoba Pressbooks Template includes a dedicated section in the Front Matter titled Artificial Intelligence (AI) Use Statement. This section provides authors with a clear, standardized place to disclose how AI tools were used in the creation of the resource. Whether AI assisted with brainstorming, editing, structural planning, or media generation, the disclaimer ensures that this involvement is communicated openly and consistently across Campus Manitoba‑published materials.
AI Use Statement Instructions
When incorporating AI-generated content into a textbook, it is crucial to clearly communicate the role and limitations of AI to your readers. Including a detailed AI disclaimer at the start of the book allows authors to provide a general overview of how AI is used throughout the textbook to help readers understand, from the outset, what aspects of the content have been influenced by AI, along with any potential limitations or biases. By addressing this early on, readers can engage with the material more critically and with an informed perspective.
Placing this disclaimer on its own page ensures it is not overlooked or conflated with other content, making it clear and accessible to all readers. This also allows for the inclusion of detailed explanations without competing with other introductory material.
How to use this statement template:
Step 1: Adjust this template to reflect the specific ways AI is used in your textbook and any particular considerations relevant to your audience or subject matter.
Step 2: Review the rest of the text and make any necessary modifications to reflect your institution’s stance on artificial intelligence.
Step 3: Save your changes and proofread the edited text to ensure accuracy and clarity.
Note: In addition to this disclaimer page, if AI is used in specific activities or sections of your book, we recommend including brief disclaimers at the start of each relevant activity to provide contextual clarity and remind readers of AI’s role. A template for such disclaimers is provided below:
“This [textbook/resource/activity] incorporates generative artificial intelligence (AI) technologies alongside expert contributions from subject matter specialists. All content, including AI-generated elements, has been thoroughly reviewed to ensure accuracy and relevance. The [textbook/resource/activity] is designed to supplement theoretical knowledge and promote critical thinking skills. With transparency in mind, please engage with this [textbook/resource/activity] knowing that all content, including AI-generated components, has undergone a comprehensive review to ensure educational value and accuracy.“
This textbook includes content generated and/or enhanced by artificial intelligence (AI) technologies. All material has undergone review by subject matter experts to ensure accuracy, relevance, and alignment with academic standards.
Transparency Statement
To maintain openness regarding the role of AI in the development of this resource, please note the following:
- Portions of the text, examples, and exercises may have been created, refined, or supplemented using AI tools. These sections aim to provide diverse perspectives and enrich the learning experience. While accuracy has been prioritized, AI-generated content may contain errors or biases.
- AI technologies, though advanced, are not infallible. They may reflect biases present in training data and may not fully capture cultural, ethical, or contextual nuances.
- All AI-generated material has been reviewed and edited by qualified subject matter experts. Readers are encouraged to apply critical thinking and consult additional resources for complex or sensitive topics.
- We welcome feedback regarding inaccuracies, unclear explanations, or potential biases. Future editions will incorporate improvements based on user input.
- The integration of AI in educational resources represents an effort to innovate and enhance learning. Readers should approach AI-generated content critically, recognizing both its benefits and limitations.
Acknowledgment
By using this textbook, you acknowledge the inclusion of AI-generated content and accept the potential for inherent limitations and biases. Your engagement and critical perspective are essential for maximizing the value of this resource.
As of June 2026, the Campus Manitoba Pressbooks Template is available on the OpenEd Manitoba PressbooksEDU Network.
Due to recent changes in provincial funding priorities, the long‑term hosting and maintenance of the network are uncertain. The template remains accessible for now, but its future availability will depend on decisions still being made.
By integrating AI responsibly and by pairing its capabilities with strong human judgment and transparent disclosure, we can create digital learning experiences that are both innovative and trustworthy. The AI Use Statement in the Campus Manitoba Pressbooks Template is not just a formality; it’s a reflection of our commitment to ethical practice, learner trust, and the evolving landscape of digital content creation.
As always, thanks for reading,
Kristy
