Research and evidence
Compare explanations with assigned sources, identify missing evidence and distinguish a claim from an opinion.
Middle school
Learn to question the answer.
American Super Intelligence will help students investigate questions, build early coding skills and learn how to check a claim. Projects will reward evidence and clear reasoning.
A proposed American Super Intelligence use case.
Discuss school participation
Practical uses
STEM exploration
Debug a small program, interpret a classroom dataset or generate questions for a science project.
Media literacy
Examine how a persuasive headline differs from a supported account and spot when a model invents a source.
AN EXAMPLE IN PRACTICE
A class investigates water use in its community using teacher-provided records.
- Students define a question and ask the assistant to suggest ways to organize the supplied data.
- They reproduce calculations in a spreadsheet and trace every claim to the records.
- They present a conclusion, identify uncertainty and explain what they changed after checking the model.
THE HUMAN CAPABILITY
What people will learn
- Distinguish generated text from retrieved evidence.
- Verify calculations, citations and assumptions.
- Describe AI assistance honestly and keep personal information out.
THE DELIVERY PATH
How access will work
School and library projects will use LibertyGPT with age-appropriate guidance. Supervised Liberty OSS demonstrations will introduce how models work.
Understand the model familiesHow success will be measured
Assess source checking, explanation, correction and transfer to a new question—not just the polish of the final project.
Requirements for this use
The teacher sets the learning objective, appropriate sources and permitted assistance. A fluent answer is not evidence that a student understands the subject.
This scenario describes the proposed experience. Product evaluation and the responsible organization’s approval will precede deployment.