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Strengths and Limitations of Model Types in the Workplace — HCAI Teaching Kit
How do you choose an AI model that fits a workplace problem and know when to trust its output? This 90-minute teaching kit helps workforce and higher education learners evaluate model choices for hea…
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Human-Centered AI Toolkit: AMPLIFYING Thinking, Not Replacing – HCAI Teaching Kit
Amplifying Thinking, Not Replacingis a teaching kit for grades 9-12 (K-12/OST) that asks students: How might we design and use AI-powered workflows that amplify human thinking, creativity, and decisi…
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Create an Apple Shortcut that Streamlines How You Communicate with Families
Class updates to families help build trust, but writing weekly classroom newsletters from scratch takes time. This hands-on toolkit guides K-12 educators through building a custom Apple Shortcut powe…
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Welcome to the Agentic Era: Strategic AI Implementation for Developers
"Write some code" isn't a strategy. Most developers experimenting with agentic AI have no consistent framework for deciding what to automate, what to review closely, and what to keep entirely hands-o…
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Trust the Machine? Interrogating How AI Learns
In this activity, students dig into how machine learning makes decisions. They explore how algorithms pick up patterns they were never explicitly taught and how does bias enter through human decision…
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Teaching kit: Create your own intelligent tutor with MLX
Teaching Kit: Build and Customize an Intelligent Tutor with MLX Thistwo-part, hands-on teaching kitintroduces participants to building a personalized intelligent tutor usingMLX and Apple technologies…
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When should we let a machine decide? - HCAI Teaching kit
This guide gives you phase-by-phase talking points, anticipated student misconceptions and suggested responses, and practical tips for managing the session and step by step tutorials, activities and …
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Will AI Twins Change the Creator Economy?
The creator economy is changing quickly. Social media platforms have made it easier than ever for individuals to build audiences, collaborate with brands, and turn content creation into a business. N…
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Developing with Responsible AI - HCAI Toolkit
This Teaching Kit provides a modular resource for educators seeking to introduce learners to the principles of responsible AI within the development lifecycle. New and experienced developers alike ca…
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Lines, Loops, and Logic: A Human-Centered Path to Agentic AI — HCAI Teaching Kit
In this 60-minute kit, developers and workforce learners build intuition for how AI-generated code can be trusted and audited. In Activity 1, they use a SwiftUI app in Xcode to fit a line to data by …
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Design solutions that integrate human-centered artificial intelligence responsibly - Human Center AI
This learning kit uses a real-world scenario to explore how Human-Centered AI can improve user experiences in critical situations. Participants analyze, design and redesign AI-driven interactions tha…
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Integrate human-centered AI features to create real value for users - Human Center AI
This kit guides developers, educators and learners to design AI-powered experiences that transform data into meaningful, human-centered insights. Through a healthcare scenario, participants use a sta…
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Further the Design of Human-Centered AI by Designing Accessible AI Features — HCAI Teaching Kit
This kit guides educators to design and evaluate AI experiences with accessibility built in from the beginning, using human-centered questions and design principles to respond to each learner’s needs…
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Quick Lesson (10 Minutes): Getting started with inclusion, community choice, and universal design in Human-Centered AI
Essential Question: How can we center people with disabilities in the design process? Total Time: 10 minutes Format: Scenario walkthrough, then participant-generated roadmap artifact Resources Attach…
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How AI UGC Goes From Prompt to Finished Video
Creating user-generated content (UGC) videos traditionally involves multiple steps. You need a creator, a script, a recording setup, product footage, editing, captions, revisions, and final formattin…
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How AI Turns a Product Into a UGC-Style Video
Creating engaging product videos used to require cameras, creators, scripts, editing software, and a significant amount of time. Today, artificial intelligence has changed that process. With an AI UG…
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How to Measure the Performance of AI UGC Ads
AI-generated content is changing the way brands approach digital advertising. With AI avatars, synthetic voices, automated scripts, product visuals, and AI-powered editing, marketers can create a lar…
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What Is Human-Centered AI? – HCAI Teaching Kit
This teaching kit was designed for any audience looking to explore what is Human-Centered Artificial Intelligence, and to challenge participants to explore examples of human-centered design in both A…
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Workforce - HCAI Teaching Kit
AI enthusiasts project a vision of a future of abundance, of boundless creativity and human expression as the barriers to knowledge and content creation fade away. AI skeptics tell a more cautionary …
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How to Use AI Avatars for Product Videos
Product videos have become an important part of modern digital marketing. Whether a brand sells skincare products, SaaS software, fashion, electronics, or online services, video can help explain prod…
