mlsanityData to 7 Oct 2026

"From Unseen Needs to Classroom Solutions": Exploring AI Literacy Challenges & Opportunities with Project-based Learning Toolkit in K-12 Education

arXiv 2412.17243 ↗First posted 23 Dec 2024cs.AI cs.CY cs.HCcited by 2

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Abstract (arXiv)

As artificial intelligence (AI) becomes increasingly central to various fields, there is a growing need to equip K-12 students with AI literacy skills that extend beyond computer science. This paper explores the integration of a Project-Based Learning (PBL) AI toolkit into diverse subject areas, aimed at helping educators teach AI concepts more effectively. Through interviews and co-design sessions with K-12 teachers, we examined current AI literacy levels and how teachers adapt AI tools like the AI Art Lab, AI Music Studio, and AI Chatbot into their course designs. While teachers appreciated the potential of AI tools to foster creativity and critical thinking, they also expressed concerns about the accuracy, trustworthiness, and ethical implications of AI-generated content. Our findings reveal the challenges teachers face, including limited resources, varying student and instructor skill levels, and the need for scalable, adaptable AI tools. This research contributes insights that can inform the development of AI curricula tailored to diverse educational contexts.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 4 of its 25 references that are in the map. First posted on arXiv 23 Dec 2024.

Builds on

4 of 25 references.

References · 4

  1. 2024Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciencescited by 37
  2. 2020Engaging Teachers to Co-Design Integrated AI Curriculum for K-12 Classroomscited by 14
  3. 2017Blue Sky Ideas in Artificial Intelligence Education from the EAAI 2017 New and Future AI Educator Programcited by 2
  4. 2024ActiveAI: Enabling K-12 AI Literacy Education & Analytics at Scalecited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 1; 2026: 1.

2 papers.