Team AI-based feedback

<p>The video introduces an AI-focused team with diverse expertise, dedicated to enhancing educational feedback tools. They present two main projects: the Canvas Summarizer, which provides an interactive dashboard and AI chat to deliver insights on course activity, and Spoken Feedback, which uses AI to generate and transcribe feedback in SpeedGrader.</p>
<p>Both tools prioritize data privacy by utilizing local AI models. The team emphasizes iterative development, actively incorporating teacher feedback and leveraging AI-assisted coding to refine their products.</p>
<h4>Key takeaways:</h4>
<ul>
<li>Innovative AI tools support course insights and efficient feedback.</li>
<li>Privacy is maintained with local AI models.</li>
<li>Educator feedback shapes product improvements.</li>
<li>AI-assisted development accelerates innovation.</li>
</ul>

<p>This video introduces two AI-powered tools for the Canvas learning platform. The first, Canvas Summarizer, is a dashboard that allows users to analyze course data and teacher comments, helping identify student trends and grading patterns.</p>
<p>The second tool enhances SpeedGrader with voice-to-text feedback, AI-powered feedback processing such as summarization, language improvement, translation, and reusable standard responses. The video also points to other detailed videos and related projects for further exploration.</p>
<h4>Key takeaways:</h4>
<ul>
<li>Canvas Summarizer enables advanced course analytics via AI.</li>
<li>SpeedGrader upgrade offers voice-to-text and improved feedback tools.</li>
<li>AI can summarize, translate, and enhance teacher feedback.</li>
<li>Related content is available for deeper learning.</li>
</ul>

<p>The video introduces an AI-powered Canvas dashboard designed for teachers to easily access course statistics and analyses. Key features include assignment analytics, AI-generated student performance summaries, and a built-in ChatGPT assistant to support instruction.</p>
<p>The platform emphasizes secure data handling, allows flexibility for institutions to host their own AI models, and offers a streamlined, user-friendly design. This solution aims to empower educators with actionable insights and convenient AI tools to enhance teaching effectiveness.</p>
<h4>Key takeaways:</h4>
<ul>
<li>AI-driven dashboard simplifies course data analysis.</li>
<li>Integrated ChatGPT assistant supports teachers.</li>
<li>Security and hosting flexibility ensure data protection.</li>
<li>User-friendly design enhances accessibility.</li>
</ul>

<p>The video introduces an AI-driven feedback tool integrated with Canvas SpeedGrader, designed to enhance grading efficiency for educators. Its core features include live voice transcription using OpenAI Whisper and a Swedish-trained model, AI-powered feedback generation via Claude Sonnet 4, and seamless mapping of responses to grading rubrics.</p>
<p>Teachers can also save standard responses for quicker assessment, making grading more consistent and personalized. The tool aims to streamline the feedback process while maintaining quality and alignment with educational standards.</p>
<h4>Key takeaways:</h4>
<ul>
<li>Live transcription converts spoken feedback to text instantly.</li>
<li>AI processes feedback to improve clarity and detail.</li>
<li>Standard responses can be saved for reuse.</li>
<li>Feedback is directly mapped to grading rubrics for consistency.</li>
</ul>

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Explorative AI projects 2025

Team AI-based feedback

Introduction to Team AI-based feedback

Videobeskrivning: Introduktion till Team AI-based feedback

Overview of the project

Video description: Overview of the project

Canvas summarizer

Videobeskrivning: Canvas summarizer

Spoken feedback in Canvas

Video description: Spoken feedback in Canvas