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You’re Not Alone Anymore: The Rise of AI and Technology to Support Educators

Dr. Cecil R. Short

April 2024

CC BY SA 4.0

Slides at:

bit.ly/aibuzz2024

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Introduction and Welcome

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Dr. Cecil R. Short

Assistant Professor & Director

of Secondary Education

The Teachers College

Background:

Blended and Personalized Learning, Teacher Preparation,

Open Education

https://bit.ly/aibuzz2024

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Artificial Intelligence

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What is Artificial Intelligence?

  • Let’s demystify AI

    • AI, in simple terms, is an innovative technology that emulates human intelligence, paving the way for groundbreaking advancement in various domains.

    • AI systems can learn, reason, problem-solve, and interact with humans in the way we’d expect other humans to be capable of.

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What is Generative Artificial Intelligence?

  • Generative AI refers to AI systems that can generate content such as text, images, audio, or video.

  • Such systems use deep learning techniques, often based on neural networks, to create contextually relevant and coherent content.

  • Generative is the “G” in ChatGPT.

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What About the “PT”

  • ChatGPT stands for Chat Generative Pre-Trained Transformer.

    • Pre-Trained: Before the model is fine-tuned for a specific task or application, it undergoes “training.” This training exposes the model to a vast amount of text data from the Internet. The system then learns human language.

    • Transformer: This is a deep learning architecture that can capture long-range dependencies in data. They are the foundation for Natural Language Processing models of AI.

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Characteristics of AI

  • Learning – Can adapt and change based on inputs
  • Reasoning – Can create logical assumptions and analysis
  • Problem-Solving – Can use logic models to solve problems
  • Interaction – Can interact with humans to share and create

  • Non-Education Examples: Self-driving Cars,

Virtual Assistants, and Recommendation Systems

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Types of AI in Education

  • Machine Learning: Algorithms analyze data and make predictions (Learning Engineering)

  • Natural Language Processing (NLP): Machines understand and generate human language

  • Computer Vision: Machines interpret visual data

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Should We Fear AI

(in education)

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Man vs. Machine

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Did Technology Win?

“And in 1997, I was still the world champion when chess computers finally came of age. I was Mt. Everest, and Deep Blue reached the summit. I should say of course, not that Deep Blue did it, but its human creators -- Anantharaman, Campbell, Hoane, Hsu. Hats off to them. As always, machine's triumph was a human triumph, something we tend to forget when humans are surpassed by our own creations.”

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Human Effort WITH Technological Effort

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Use and Practice of AI in Education

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Benefits of AI in Education

  • Improved Engagement
    • Personalized content can keep students engaged

  • Accessibility for All Learners
    • Can allow students to learn at their own pace on their own time, by accommodating learners’ diversities

  • Efficiency for Teachers
    • Automation of administrative tasks and data analysis can free up teachers for more teaching

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Challenges in Implementing AI in Education

  • Privacy
    • Data security and protection of minors/students will be important when using AI for data analysis.

  • Digital Divide
    • Access to technology is necessary for access to AI. We will see similar disparity as we see in blended/online learning.

  • Teacher Training
    • Much like the acceptance and implementation of blended/online learning, teachers will need to understand effect practices.

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Intelligent Tutoring Systems (ITS)

  • ITS are AI-driven platforms that provide personalized instruction.

    • They differ from former personalized learning apps and software in that they are much more dynamic and “intelligent”

    • They can adapt content, pacing, review questions, format, etc. to individual learner needs.

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AI Automation of Administrative Tasks

  • AI can handle scheduling tasks to free up educators to focus on instructional tasks.
    • Course Scheduling, Teacher/Staff/Student Meeting Scheduling, Resource/Space Allocation, Exam Scheduling
  • AI can handle communication tasks to free up the educator to focus on instructional tasks.
    • Email management, Automated notifications, Language translation, Speech recognition, Automated surveys and feedback for data

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Curriculum Generation

  • AI tools can automatically create entire curriculum units based on educational standards and learning objectives.

    • AI can generate lesson plans for a month, complete with assignments, activities, and resources.

    • AI can create content such as presentations, documents, worksheets, quizzes, and activities tailored to the abilities of individual students. No more One-Size-Fits-All!

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Tools for Creating Curriculum Resources

  • Chatbots can handle lesson planning aligned to learning outcomes quite well, providing a range of backward design optimization.

    • State/National Standards
    • Content Objectives
    • Individual Goals

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Image Generation via AI

  • AI can create images to be used for writing prompts, to assist with reading, or for assessment of learning.
  • Stable Diffusion (DreamStudio)
  • DALLE-3
  • Midjourney
  • Firefly (Photoshop)
  • Craiyon
  • Generative AI by Getty Images
  • Bing’s Image Creator
  • Canva’s AI Image Generating Tool
  • Recraft

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Video Generation via AI

  • AI can create videos to be used for delivering content, interactions, or as assessments of learning.
  • Wondershare
  • Colossyan
  • Synthesia
  • Pictory
  • Elai.io
  • HeyGen
  • Lumen 5
  • FlexClip

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Presentation Generation via AI

  • AI can create presentations (slides, documents, websites) to be used for delivering content.
  • Gamma
  • Beautiful.ai
  • Simplified
  • Slidebean
  • Designs.ai
  • Pitch
  • Presentations.ai
  • Kroma.ai
  • Tome
  • DeckRobot (PowerPoint plug-in)

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Assessment Generation via AI

  • AI can create assessments (slides, documents, websites) to be used for delivering content.
  • Quizziz
  • Quillionz
  • Photomath
  • Hello History
  • Meta AI Animated Drawings

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Next Steps

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The Journey Ahead

  • Be Excited, and Welcome the Challenge
  • Remember the profound impact YOU as an educator will have in shaping the future of our students and society as a whole
  • Embrace the AI revolution with open minds and compassionate hearts, ensuring that every student has the opportunity to thrive in a world powered by knowledge and innovation.
  • A world that will need to accept the benefits of what is artificial, without losing site of what it means to be human.

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Seek to inspire and empower the next, next generation of educators with �passion, dedication, curiosity, and humanity.

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Dr. Cecil R. Short��Assistant Professor & Director�of Secondary Education,�The Teachers College

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