John McNally
Wolfram Research
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Overview
Overview
What Kinds of AI Tools Are Out There?
New Workflows for Educators
New Workflows for Students
Chat-Enabled Notebooks 101
What Kinds of AI Tools Are Out There?
What Kinds of AI Tools Are Out There?
Generative AI
Generative AI
Symbolic AI
Symbolic AI
Traditional Machine Learning
Traditional Machine Learning
Combining Tools for Best Results
Combining Tools for Best Results
New Workflows for Educators
New Workflows for Educators
Design Classroom Activities with AI-Written Code
Design Classroom Activities with AI-Written Code
“New” Ways to Assess
“New” Ways to Assess
The Key Point for Educators and Students
The Key Point for Educators and Students
More Advice on Assessment
More Advice on Assessment
Build Tools for LLMs
Build Tools for LLMs
New Workflows for Students
New Workflows for Students
More Opportunities for Understanding
More Opportunities for Understanding
Correct Mistakes or Unexpected Results
Correct Mistakes or Unexpected Results
Use LLMs to Explain, Comment or Modify Code
Use LLMs to Explain, Comment or Modify Code
Working in Chat-Enabled Notebooks
Working in Chat-Enabled Notebooks
Context is everything; remember chat delimiters where appropriate!
Control over model and temperature.
Combine all tools available (right tool for the job mentality).
Wrapping Up
Wrapping Up
Flavors of “AI Tools”
Flavors of “AI Tools”
Key Human Inputs to LLM Interactions
Key Human Inputs to LLM Interactions
Computational Thinking as the Umbrella for Key Skills
Computational Thinking as the Umbrella for Key Skills
Learn to Think Computationally!
Learn to Think Computationally!