Learning Tools

A Course Map Where the Arrows Have to Explain Themselves featured image

A Course Map Where the Arrows Have to Explain Themselves

The first full microeconomics concept graph makes assumptions and source references part of each connection, giving me something more useful to inspect than a cluster of related …

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Aaron Scherf
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Socratic Tutor featured image

Socratic Tutor

Track the reasoning a student has established and check the tutor's next reply against it—with a clear limit when new material needs explaining.

Guided Solutions featured image

Guided Solutions

Keeping my own reasoning, AI-written derivations, and proofs developed through tutoring together with clear authorship.

Concept Graph featured image

Concept Graph

Explore how course ideas connect, including the conditions a theorem needs and the source passages behind each proposed connection.

Giving the Questions in My Lecture Notes Somewhere to Go featured image

Giving the Questions in My Lecture Notes Somewhere to Go

Handwritten questions can lead to saved explanations, with a visible distinction between answers drawn from course materials and answers that still need sources.

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Aaron Scherf
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A Practice Problem Can Have the Right Answer and Still Miss the Point featured image

A Practice Problem Can Have the Right Answer and Still Miss the Point

Testing generated exercises revealed two separate questions: does the reasoning hold up, and does it practice the method I asked for?

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Aaron Scherf
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