Sample Assignment statements for AI prohibited, allowed with attribution, and encouraged with attribution. Full text is available in the associated blog post.

Navigating the Future of Learning with Gen AI

As Gen AI (GAI) tools proliferated across the globe during the last few semesters, did you find yourself panicked, excited, or feeling a bit of both? Were you overwhelmed by the implications for academic integrity or overcome by a sense of wonder at the boundless potential to innovate our teaching, learning, and research? Your reactions are likely to guide your AI Use policies in your classrooms. Here’s how to communicate your expectations clearly to your students.

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Students walking around an imaginary college landscape with buildings, books, and larger-than-life computers.

AI Spark Tips: Using AI to Create a Blackboard Photo Roster

Some of the greatest productivity benefits of AI can be found in tasks you are performing at the upper range of your skill set. AI can help you level up.

When you know enough to accomplish a task, but not enough to do it confidently or efficiently, AI can provide you with step-by-step guidance to speed up your problem-solving process.

Screenshot of Blackboard Photo Roster View with print and close options, student photos, student names, and pronunciations.
AI-Enhanced Solution: Blackboard Photo Roster

The key is to ask for step-by-step instructions. ChatGPT often explains its reasoning by default, but you can also ask for explanations that meet you at your particular skill level.

An AI Breakthrough Example: Photo Roster

For three years, we’ve been facing the challenge of accessing a useful Photo Roster in Blackboard or Self-Service Carolina. As instructors, we need a page of images large enough to use for class attendance, while preserving the preferred names and pronunciation notes that these systems provide.

After doing some initial experiments, I knew the coding was simple, but not quite simple enough for my skills. No staff member with the right skill set had the dedicated time to provide the solution.

Enter ChatGPT

With ChatGPT, I was able to explain the problem, offer an example of my initial solution, then work iteratively to tweak the code until I had exactly the photo roster display I wanted. I could run a test and share a screenshot of the output to identify the right line to target in the code.

The end result is a Blackboard Photo Roster Bookmarklet available to anyone who accesses Blackboard Ultra courses through a web browser.

For me, javascript coding was the skill I was hoping to “level up,” but the same iterative, step-by-step process can be used for creating complex branching in surveys, automating data collection across Excel spreadsheet sources, or any other task that can be broken down and tested with images of outputs.

Without ChatGPT, I would have to study several more advanced skills to decipher the complete code for the existing roster page. Then, I could apply that knowledge to identify just the areas I needed to accomplish my goal. With ChatGPT, I was able to use GenAI to determine the targets for my very focused changes to the display settings. I can learn the rest of the details when I am ready to level up again.

Infographic showing Universal Design for Learning with three assignment options—research paper, multimedia presentation, and podcast/interview—connected to a single shared rubric. It emphasizes consistent evaluation, student choice, and benefits like increased engagement and reduced grading time. Long description below the image.

Using AI to Expand Universal Design for Learning

Over the past several years, USC Upstate faculty have worked diligently to revise and update course materials and are well prepared to meet the April 2026 WCAG compliance deadline. These efforts have resulted in more accessible PDFs, PowerPoint presentations, documents, images, and videos, expanding access to barrier-free course content to a wider range of students. As we build on this important technical foundation, we also have opportunities to think more broadly about accessibility in course design, including how emerging practices like Role, Context, and Task Prompt Engineering can expand the adoption of more Universal Design for Learning practices.

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Several students are talking together in a lecture hall. There are books and notebooks on the table.

AI Resilient Learning is All Around Us

Thinking aloud is a simple yet powerful cognitive tool that anyone can use. When students verbalize their thinking process, they slow down, clarify their understanding or misunderstanding, and make their implicit knowledge explicit. They’re not just giving an answer; they are explaining the how and the why of the answer.  

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Students walking around an imaginary college landscape with buildings, books, and larger-than-life computers.

AI Spark Tips: Increasing Accessibility with AI

As all public US higher education institutions embrace our digital accessibility upgrade, GenAI tools can help instructors tackle some of the most challenging images and documents.

Low Quality Scan of the headlines of a 1922 issue of the Spartanburg Herald Journal with deep black lines and gray smudges along the page and on images.
Sample File with Low-Quality Text Scan

GenAI accessibility checking is already embedded in Microsoft Word, PowerPoint, and the Blackboard Learning Management System (LMS) to help detect common issues and generate alternative text for images. But those tools are less successful at converting screenshots of complex tables or flyers with extensive text. None of the built-in features will automatically boost the contrast in your images when words appear in a colorful design without enough distinction between background and text colors.

Enter ChatGPT.

Users can tap into ChatGPT’s robust image recognition capabilities to extract text from images, scanned PDFs, and even screenshots of blurred edges of old photocopies. Then, that text can be pasted directly into your course as a long description for a complex image. AI-recognized text can also be used to edit garbled or missing text in a PDF.

To use ChatGPT as a high-powered Optical Character Recognition (OCR) tool, here’s your starter prompt:

  • “Please OCR this image, correcting for spelling and formatting while maintaining the original text” [necessary to avoid AI-initiated editing or summarizing].
  • Upload or copy and paste a screenshot of your image or of the problematic section of your PDF document. Text sections work best for multi-column documents.
  • Then, provide additional instructions if you want the content formatted as a table, as MathJax code, or another specialized format.

The image contrast issue is a bit more complex. ChatGPT does not measure and adjust colors scientifically; it provides you with the most probable image that fits your description. This strategy works best with medium-complexity images where simpler tactics fail. Complex images may be addressed by providing long descriptions or finding an alternative image with a better balance of image, color, and text.

Cartoon of a bookshelf with books grouped by color, included shelf sections for yellow, orange, green, and blue books

To use ChatGPT to make images meet the color contrast standards needed for users with color blindness or other vision needs, here’s your starter prompt:

  • “I need to make my images meet the 1:4.5 color contrast ratio of WCAG 2.1AA standards. Please enhance this image to reach that high-contrast standard. Maintain accuracy of all text in the image.”
  • Upload or copy and paste a screenshot of your image. High-quality uploads work best.
  • Then, provide additional instructions about preferred colorways or areas of the images in particular need of remediation.
  • You will likely need to refine your prompt to meet the needs of your particular image.

Bonus Tip

Sometimes the low-tech solution can be the fastest. To edit simple images (fewer colors, less text), try adjusting the color saturation or increasing the contrast, or sharpness in Microsoft Picture Format in Word or PowerPoint or Paint or Photos apps for standalone images. When making new images from screenshots in your browser, enable the high-contrast browser extension before you capture your screen.

Library access flowchart showing pathways to online content or PDF files as a last resort. A full description of the image is below.

Start at the Library to Achieve Your Course Accessibility Goals

When selecting materials for your courses, where you start can make all the difference. Beginning your search at the library not only saves time, but it also helps ensure students have current, accessible content to supplement your instruction.  

Start with Library Links 

Academic libraries are the best place to start looking for course readings. Librarians can help you identify high-quality, current articles, open-access resources, and other digital content available through institutional subscriptions and thoughtful curation. For this reason, faculty may consider using stable library links instead of using PDF files. Many publishers provide full-text or HTLM versions of articles that can be read online and are more accessible for screen readers and assistive technologies. HTML is built using semantic markup (e.g., specific tags for headings <h1> to <h6>, paragraphs <p>, and lists) that provides an organized and logical structure for screen readers to interpret and navigate content efficiently. When we scan articles and turn them into PDFs, they become images that can be tagged, but improper or missing tags often disrupt the reading order or make the content unreadable for assistive technology. 

Library access flowchart showing pathways to online content or PDF files as a last resort. A full description of the image is below.

Image full description: The flowchart above begins with a green library icon and the message “Start Your Search at the Library,” then splitting into two paths. The preferred left path (green) guides users to “Find Article Links,” leading to accessible online content such as HTML articles and full-text links, highlighted as “Digital & Accessible.” The right path (red) appears only when no link is available and directs users to use PDF files as a last resort, emphasizing the need to edit them for accessibility. 

Searchable  

HTML articles are properly formatted and linked to the full text, allowing students to search within the text, adjust display settings, use assistive tools, and activate any plug-in preferences. HTLM formats will also update over time as academic publishers work to achieve compliance with WCAG as well.  

Recently, I was reading an article in the EBSCO database, and I noticed the toolbar across the top right of the page. In the toolbar, there are a headphone icon and an accessibility icon at the far right. The headphones allow users to listen to the article.  

Toolbar with various icons on a light gray background. A full description of the image is below.

Image full description: The image shows a horizontal toolbar with a series of icons arranged side by side against a light gray background. From left to right, the icons include a bookmark symbol, a quotation mark, a camera with a plus sign, a curved arrow pointing right, a download symbol, a printer, a globe, a list with two lines, a set of headphones, and a circular icon with a person surrounded by a blue ring indicating accessibility options.   

Accessibility Icon

The accessibility icon, however, launches a form that allows users to request “content remediation.” According to the website, content remediation transforms content into more accessible formats, ensuring compliance with accessibility standards and compatibility with assistive technologies. Remediated content can be requested as a Word document or as HTLM and will be returned to the user in 3-5 days.  I tried this out and was very glad to receive a more accessible version of the article a few days later.

Pop-up window on a webpage titled "Accessibility support for users with disabilities" with article details and form fields. A full description of the image is below.

Image full description: The Ebsco pop-up window titled “Accessibility support for users with disabilities” appears over a text-heavy webpage. The pop-up references an article titled “Exploring Cross-Domain Relations in Language and Literacy Profiles of Latine Bilingual Language Learners in the U.S.” A section marked with a triangle icon containing an exclamation point explains eligibility and how to request accessible content formats.  

Use PDFs Sparingly 

If an article cannot be linked through the library, PDF files may be necessary, but they really should be the exception, not the rule. Scanned PDF files often require significant remediation, such as OCR and tagging, to meet accessibility standards. When PDFs must be used, plan for additional time to ensure they are accessible. 

If the PDF has simple formatting, you may be able to use Blackboard’s built-in “convert a file” document feature, which converts the selected file into the Blackboard Ultra Document format. Supported file types include PDF, PowerPoint (ppt, pptx, pps), and Word (doc, docx, odt). Be sure to review the converted content for accuracy.  

Scanning book chapters and sharing them as PDF files is ideally a thing of the past and may violate copyright laws. If there are text materials you can’t find anything comparable to, work with the library to request access to ebooks or other resources. Visit the USC Upstate Copyright LibGuide to learn more about copyright and fair use in higher education.

Support  

CAIFS also has several accessibility trainings coming up with Celena and Jennifer on Word documents and Adobe PDFs. The Word document presentation covers Word as well as Powerpoint, email, and video captioning. To sign up for those trainings, please review the Accessibility Matters Form and choose any this spring that work with your schedule. 

You can also log into Blackboard and visit the CAIFS professional development course and explore the guidance on Word and Adobe if none of the training times work for you. Additionally, if you’d like assistance from the CAIFS accessibility team, please complete our Accessibility Assistance Form and we’ll reach out and set something up.

A Small Shift with a Big Impact  

By starting at the library, prioritizing links, and choosing accessible digital formats, faculty can create courses that are easier to navigate, more inclusive, and more sustainable. And when PDFs are truly needed, support is available through CAIFS as you develop your accessibility skills and make your online and face to face course material more inviting and welcoming for all learners.  

Students walking around an imaginary college landscape with buildings, books, and larger-than-life computers.

AI Spark Tips: Using Copilot to Free up Time for Real Interactions

When we talk about generative artificial intelligence (GenAI), it can be easy to focus on sensational stories about deepfakes, AI relationships, or humans offloading so much of their work that AIs are just summarizing and evaluating other AI’s reports. The greatest impact of AI isn’t in the splashy story, though. It’s in the small, AI-enabled changes that can free up hours of time that we can redirect to building human relationships.

Microsoft Copilot doesn’t get as much press as ChatGPT, but as a workplace productivity tool, it can make a meaningful dent in your workload. Copilot is built directly into Microsoft 365 tools like Outlook and Word, making it easy to use in everyday tasks.

Screenshot of Microsoft Outlook toolbar, with Copilot icon in app menu and on the right side of the Outlook menu
Microsoft Outlook Menu with Copilot icons on the left and right

Many faculty and staff are using Copilot to draft weekly course announcements based on your course schedule, identify action steps from documents or emails, build email templates to automate interactions, and turn bullet points into polished messages they can quickly edit and personalize.

Try Today

Click the Copilot button in any Word document, PowerPoint, Excel file, or Outlook email to access embedded Copilot chat. Then, use preprogrammed prompts or ask your own.

The suggestions do not need to change your voice to streamline your workload. “What are some ways I could improve this document?” can point out suggestions for reordering, eliminating redundancy, and even just formatting for greater clarity.

Screenshot of Copilot chat in a Word document with several prompt buttons: "Suggest a list of action items from this file, Summarize this document in a bulleted list, What are some ways I could improve this document?, and What are the main takeaways from this document?

In the calendar document pictured above, I asked Copilot to create an invitation to faculty participants at my university for each item on the calendar. It compiled all the logistical details, which I can cut and paste directly into emails I can pre-schedule in Outlook. I didn’t have to worry about Copilot hallucinating events because this chat is already focused on my Word document. Try out a similar prompt with the Schedule of Assignments in your syllabus.

screenshot of auto-generated email invitation for DIY AI 2/13/2026 DIY AI Workshop-Feb. 13 with text inviting colleagues to a workshop.

Because it’s embedded in Microsoft tools, Copilot can be more aware of the context of your task and can save you time clicking between windows and applications.

Key Benefit: Accessibility

Working natively within Microsoft applications, Copilot generates more accessible content than materials created in another AI then exported or saved to Microsoft formats.

ChatGPT-generated presentations or Canva templates, for instance, can lose all master slide formatting and even generate language errors or other issues with file properties when exported to PowerPoint. Bringing the exported PowerPoint up to accessibility standards can lose a lot of the time you gained by generating your content.

In contrast, Copilot generates PowerPoints and Word documents with appropriate headings, styles, and themes, so your Accessibility Check does not add time to your workflow.

The Takeaway

AI use doesn’t need to be dramatic to be powerful. Sometimes, reclaiming time is the most meaningful move you can make.