Columbia SPS AI Teaching & Learning Resource Guide: Integrating AI Literacy and Tools for Instructors

Gaining AI literacy is crucial for educators navigating the evolving landscape of artificial intelligence. This resource guide defines AI literacy as the ability to understand, evaluate, and use AI systems responsibly and ethically. Within higher education, a generative AI literacy framework is adopted, comprising four interconnected domains: 1. **Functional Literacy:** Understanding the fundamental workings of AI, including concepts like machine learning, deep learning, and automation. This involves grasping how AI technologies are developed and applied in real-world scenarios. 2. **Ethical Literacy:** Developing the capacity to navigate the complex ethical issues surrounding AI. This includes understanding biases, privacy concerns, and the responsible deployment of AI tools. 3. **Rhetorical Literacy:** Mastering the art of effective communication with AI, particularly Large Language Models (LLMs). This involves learning how to craft precise prompts to achieve desired outcomes and generate relevant outputs. 4. **Pedagogical Literacy:** Exploring and implementing strategies for using AI to enhance teaching and learning experiences. This domain focuses on how AI can support student engagement, personalize learning, and improve educational effectiveness. To support instructors in developing these competencies, the guide offers microlearning videos on key AI concepts and an introductory learning module designed as a pathway to AI literacy. This module provides content summaries, step-by-step guides, interactive activities, and links to external resources, all aimed at grounding learning in practical application and real-world examples.

Columbia University Information Technology (CUIT) provides a range of AI solutions to support the academic community. SPS instructors are encouraged to utilize these university-approved tools, which offer enhanced security and privacy compared to consumer-facing alternatives. These tools operate within a 'walled garden' environment, ensuring that user data is not used for model training or sold to third parties. Key AI tools available to instructors include: * **CU CHAT (LibreChat):** A flexible, pay-per-use AI chat platform allowing customization of AI agents for various academic and professional tasks, such as drafting emails, summarizing information, and engaging in conversations. * **ChatGPT Education:** A premium offering providing access to the latest ChatGPT models with enhanced security and privacy. It includes advanced features like GPT Builder, DALL·E image creation/editing, and integrated browsing. This service is available for staff and faculty at an annual cost per UNI. * **Google Gemini:** Accessible to all Lionmail users, Gemini offers Google's advanced AI models in a secure, education-focused environment. It supports multimodal capabilities, working with text, images, and code for diverse academic and research tasks. * **NotebookLM:** Also free for all Lionmail users, NotebookLM is an AI-powered research and note-taking assistant that helps organize, summarize, and synthesize information from personal documents and trusted sources. **Key distinctions and considerations:** CU CHAT is a more affordable, usage-based option, while ChatGPT Education is a premium service with advanced functionalities. Neither is currently available for student use. For instructors, using these university-sanctioned tools is paramount for data protection and compliance with institutional policies. CUIT regularly updates its offerings, so checking the official CUIT AI Services webpage is recommended before each semester.

Artificial Intelligence offers a powerful suite of tools that can significantly enhance teaching and learning experiences in higher education. By thoughtfully integrating AI, instructors can foster deeper student engagement, personalize learning pathways, and streamline administrative tasks. Here are several ways AI can be leveraged: * **Personalized Learning Support:** AI-powered tools like NotebookLM can help students organize and synthesize information from course materials, acting as a personalized study assistant. Gemini's multimodal capabilities can assist with diverse research tasks. * **Content Creation and Curation:** Instructors can use AI tools to generate initial drafts of course materials, create study guides, or brainstorm assignment ideas. AI can also help summarize complex texts, making them more accessible to students. * **Developing Critical Thinking Skills:** Instead of solely focusing on AI detection, instructors can design assignments that require students to critically evaluate AI-generated content, identify its limitations, and refine its output. This promotes a deeper understanding of AI's role and capabilities. * **Enhancing Accessibility:** AI can assist in creating more accessible learning materials. For instance, AI can help generate alternative text for images or provide summaries of video content, benefiting students with diverse learning needs. * **Streamlining Feedback and Assessment:** While AI cannot replace human feedback, it can assist in providing preliminary feedback on certain types of assignments, allowing instructors to focus on more nuanced aspects of student work. This can include identifying grammatical errors or suggesting areas for improvement. By embracing AI as a pedagogical partner, instructors can create more dynamic, responsive, and effective learning environments that prepare students for the future.