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Abstraction literacy and scientific reasoning
for grades 6 and up (especially 11th grade)

Read and take notes using SCAN

Develop and write arguments using STEP

To learn more, download a free packet.

Abstraction literacy and scientific reasoning are learnable abilities that can be used, if you have a lot of time, to reduce the following kinds of suffering.

  • University math and science — You get C-s and D+s on exams while "smart kids" skip homework and coast by with As.
  • High-school math and scienceWord problems and explain-your-reasoning problems ruin exam scores. When teachers give feedback, answers are frustratingly obvious.
  • Technology — The software manual doesn't answer your questions. Hand that same manual to experts who've never touched your software, and they magically tell you what to do.
  • AI — It wastes your time drafting emails you could have written yourself and making up bad advice. Senior scientists and engineers collaborate with the same AI to build dependable knowledge and software.

You can learn abstraction literacy and scientific reasoning for free — no sign-up necessary. Just watch the videos and read the packet linked above.

Abstraction literacy is the ability to do the following.

  • Read notes and questions in English involving concepts that are more naturally understood in alternative forms, for example, pictures
  • Sort concepts into categories for rules, quantities, and measurable values

Scientific reasoning is the ability to do the following.

  • Develop explanations
  • Challenge competing models (scientific method)
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