Copilot as a Review and Quality Assurance Partner By the end of this lesson, students should be able to: Why self-review misses logic errors. When you review your own work, you read what you meant to write – filling in missing steps, assuming premises you did not state, and following an argument that exists in your head but not on the page. Copilot reads what is actually written – exposing gaps that self-review consistently misses because you know what you meant. Logic testing: does the conclusion follow from the evidence? "Read this argument and test its logical soundness: [paste]. Specifically: (1) What are the premises – the claims being taken as given? (2) Does the conclusion actually follow from these premises, or are there logical gaps? (3) Is there any circular reasoning, false dichotomy, or assumption-as-conclusion? (4) What evidence would be needed to fully support the conclusion that is missing?" Consistency checking: do the parts agree with each other? For longer documents: "Read this document for internal consistency. Specifically: (1) Are there any places where the document contradicts itself – where section X says one thing and section Y implies something different? (2) Is the framing in the introduction consistent with the conclusions? (3) Are specific facts or figures used consistently throughout, or do any numbers appear with different values in different places?" Inconsistency is especially common in long documents developed over time: a conclusion written at the start may have been superseded by analysis done later but not reflected in the opening framing. Completeness checking: is anything missing? "Given the stated purpose of this document [describe purpose] and this audience [describe audience], what important elements does this document seem to be missing? What would a reader with expertise in this area expect to see that is not here?" The "steelman the opposition" completeness check. For persuasive documents: "If someone wanted to argue against this document's central conclusion, what is the strongest argument they could make using evidence I have not addressed? What would a knowledgeable skeptic say I left out?" Completeness in persuasion means addressing the strongest counterarguments, not just making your own case. A policy analyst writes a white paper recommending a specific regulatory change. Before submitting it, she asks Copilot to test the logic. Copilot identifies that her central argument contains an unstated assumption – that the current regulatory structure was designed with a specific goal in mind – and that the entire argument depends on this being true. She had not realized this assumption was load-bearing, let alone unstated. Addressing it explicitly strengthens the paper significantly before it reaches the policymaker's desk. Log in and enroll to access lesson quizzes.
Lesson 2: Logic, Consistency, and Completeness Checking
Lesson Objectives
Lesson Content
Practical Example