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Prompting is a skill. Here's how educators are building it.
Many Institutions now have AI access. That part wasn't the hard part. The hard part is what happens after. An instructor opens a tool for the first time, types a vague question, gets a generic answer, and walks away thinking: this isn't that useful. They're not wrong. They just haven't learned the skill yet. The University…
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Mastering the Art of the Prompt: The Educator’s Framework | Purposeful AI in Learning.
Why Generic Prompts Fail One of the most common frustrations educators experience with AI is getting results that do not quite meet the request, or are too generic. The reason is not that AI is ineffective; it’s that humans and AI communicate very differently. When humans communicate, we rely on shared experiences, implied…
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Introducing the Purposeful AI in Learning Blog Series
The Learning Services Team at Instructure is thrilled to announce an upcoming blog series dedicated to Purposeful AI in Learning. Launching on Monday, June 15, this series will culminate in the release of a new FREE course in our On-Demand Training Portal, accessible to all Canvas institutions starting July 14, 2026. Over…
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Artificial Intelligent in Education
In what ways can AI tailor lessons to individual student needs without reinforcing bias? Should AI replace traditional exams with adaptive, real‑time evaluations? How can AI assist teachers while ensuring human judgment remains central? Data & Ethics How do we protect sensitive educational data while using AI analytics?…
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Ethical Ai case analysis and instructional design solution
Ethical Issues One major ethical issue in this scenario is bias in AI recommendations. AI systems rely on data to make decisions, and if the data is incomplete or biased, the system may inaccurately assess learners. For example, a student who initially struggles may be continuously assigned lower-level content, limiting…
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Discussion prompt 2 An instructional designer, you are tasked with creating an online learning experience that integrates AI tools. In your response
Discussion 2 As an instructional designer, I would create an AI-enhanced online learning experience that is intentionally designed to support diverse learners through accessibility, inclusivity, and flexibility. To support diverse learners, I would integrate an AI-powered adaptive learning system that adjusts content based…
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Discussion Prompt 1 Think about a real or hypothetical example of an AI tool used in education (e.g., chatbot tutor, automated grading system, adaptive learning platform). In your response: Identify
Discussion Prompt 1 One example of an AI tool used in education is an adaptive learning platform that analyzes student performance and automatically adjusts the level of content presented to the learner. While this can personalize learning, it also raises important ethical concerns. First, fairness is a major concern. AI…
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National AI Literacy Day: From Curiosity to Capability
A few months ago, I was talking with a university provost who said something that stuck with me - “We’ve had more conversations about AI in the last year than we’ve had about online learning in the last decade. And I’m not sure we’re any closer to knowing what to actually do about it.” That tension is real. There’s no…
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Would instructors use Duolingo-style learning paths inside Canvas?
Hi everyone, I’m a developer, and we’ve recently built a tool called NovaTutor.AI that turns course concepts into personalized learning paths for students, similar to the way apps like Duolingo guide learners through topics. Students can work through interactive paths that include: · short video explanations · practice…
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IgniteAI Nutrition Facts: Learner Assist
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Meet Einstein AI Platform That Allows Students to Connect It to Canvas Account
I am curious whether Canvas will share guidance on AI tools that claim to allow students to connect their Canvas accounts to the AI program. Is Canvas working on ways to block these tools at the Canvas level? I am also concerned because this is a FERPA issue, as the AI program can view other students' names, read students'…
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https://companion.ai/einstein
Has anyone seen this yet: https://companion.ai/einstein Einstein is an AI with a computer. He logs into Canvas every day, watches lectures, reads essays, writes papers, participates in discussions, and submits your homework — automatically.
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Using Simple AI Tools to Teach Critical Thinking and Problem-Solving
Hey everyone, I've been thinking about the gap between talking about AI in our classrooms and actually giving students hands-on experience with it. We're all navigating this shift where AI is everywhere, but many students still don't understand how these tools actually work. They use ChatGPT for homework help, but they…
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AI access to all course content in all programs for ID analysis
I have been experimenting with NotebookLM for some professional and hobby interests and have discovered incredible insights from querying sources with the Gemini chatbox interface. For our ID work in Canvas, we need an AI-powered dashboard similar to NotebookLM where IDs and Directors can query about their assigned courses…
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AI@Biomembrane : Where Artificial Intelligence Meets Life’s Living Interface
Biomembranes are not passive barriers. They are dynamic, information-rich interfaces where life senses, decides, and responds. From receptor–ligand recognition to ion transport, immune activation, and mitochondrial energy regulation, membranes orchestrate the most critical processes in health and disease. AI@Biomembrane is…