---
title: "AI Resources | Digication"
description: "Field notes, presentations, and writing on AI in higher education, gathered in one place, filterable by topic and type."
source: https://www.digication.com/ai-resources
---

A resource from Digication

# AI Resources

Field notes, presentations, and writing on AI in higher education, gathered in one place. Honest, practical perspectives for the people setting policy, teaching the courses, and doing the learning. Filter by what you need below.

TypeAllField NotePresentationArticle

TopicAll TopicsAI ResistanceTeaching with AIAssessment & OutcomesStudent Learning

[

![](/images/ai-resources/ai-resistance.jpg)Field Note

Field note

### AI Resistance

A field note on why students, faculty, and institutions push back on AI, and how to engage those concerns seriously instead of dismissing them.

Explore

](/ai-resources/ai-resistance)

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![](/images/ai-resources/missing-layer-webinar.png)Presentation

Webinar · 2026

### The Missing Layer: AAC&U Webinar

Rebecca Thomas (Bucknell) and Jeffrey Yan (Digication) on how conversational AI turns student reflection into institutional intelligence for outcomes and retention.

Explore

](/events/aacu-missing-layer-webinar)

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![](/images/ai-resources/digication-class-2026.png)Presentation

Conference · 2026

### Digication at AAC&U CLASS 2026

Our sessions, speakers, slides, and resources from AAC&U CLASS 2026, exploring how AI-powered reflection drives learning outcomes and retention.

Explore

](/events/aacu-class-2026)

[

![](/images/blog/the-missing-layer.png)Article

10 min read

### The Missing Layer: Why Reflection Is the Data Higher Education Has Been Overlooking

Higher education has invested heavily in LMS, analytics dashboards, and AI tools, but the richest source of student data is still missing. It's not in the gradebook or the LMS. It's in what students think, feel, and understand about their own learning, and it's finally time to harness it.

Read article

](/blog/missing-layer-reflection-data-higher-education)

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![](/images/blog/student-reflection-ai-guided.jpg)Article

5 min read

### Why Student Reflection Isn't Working (And How AI Can Help)

End-of-semester reflection essays often surface descriptions, not thinking. A look at why traditional prompts fall short, and how AI-guided reflection grounded in TORI changes what students produce and what institutions learn from it.

Read article

](/blog/student-reflection-ai-guided)

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![](/images/blog/cultivating-belonging-ai-identity.jpg)Article

8 min read

### Cultivating Belonging through AI and Identity: Moving from Surviving Systems to Reshaping Them

How College Unbound and Digication are designing AI-guided reflection around belonging instead of efficiency, and what that means for students whose lived experience has rarely fit institutional frames.

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](/blog/cultivating-belonging-ai-identity)

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![](/images/blog/faculty-reflection-pedagogical-superpower.jpg)Article

4 min read

### Why Faculty Find Reflection Is the Pedagogical Superpower We Need Now More Than Ever

Why faculty are calling reflection the connective tissue of every High Impact Practice, and how AI-coached frameworks like TORI are making it more practical to scale.

Read article

](/blog/faculty-reflection-pedagogical-superpower)