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Intro to AI & Programming Logic Unit Lesson | Final Project
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Description

Culminating Assessment for Lesson 3 of the AI Programming & Ethics Unit

In this final project, students demonstrate their understanding of programming logic and AI‑generated code by analyzing, explaining, and improving a simple program created with an AI tool. This assessment reinforces key lesson concepts, including the Input–Process–Output (IPO) model, debugging, and responsible AI use.

The project emphasizes conceptual understanding and reasoning, not advanced coding skills, making it accessible for beginners while still academically rigorous.

This Lesson 3 Final Project serves as a performance‑based assessment that asks students to think like programmers rather than simply run code. Students evaluate what AI produces, identify limitations, and apply programming logic to improve results.

The assessment is designed to measure:

  • Understanding of how programs function
  • Ability to reason about AI‑generated outputs
  • Awareness of AI strengths and limitations
  • Clear explanation and reflection skills

No prep required
Flexible programming language choice
Aligns directly with Lesson 3 instruction

Skills Assessed

  • Programming logic comprehension
  • Computational thinking
  • Debugging and error identification
  • AI literacy and critical evaluation
  • Written explanation and reflection

What’s Included (Assessment‑Level)

  • Performance‑based final project prompt
  • Clear student directions
  • AI‑aware task structure
  • Rubric (20 points total)
  • Aligned with Lesson 3 objectives

Suggested Timing

  • Duration: 1 class period
  • Can be extended for deeper revision or reflection

How This Fits into Lesson 3: This final project is intended to be used after:

  • Direct instruction on programming logic
  • IPO model exploration
  • Syntax vs. logic error discussions
  • Guided worksheet practice
  • It serves as the formal assessment for Lesson 3 before students move on to later topics in the unit.

Grade Levels

  • Middle School (Grades 6–8)
  • High School (Grades 9–12)
  • Intro College / CTE

This assessment is included as part of a larger lesson and unit bundle and is intended for classroom use only. Redistribution is not permitted.

Keywords

AI programming assessment programming logic project IPO model assessment computer science final project AI generated code analysis debugging assessment computational thinking project AI literacy assessment

Report this resource to TPT
Reported resources will be reviewed by our team. Report this resource to let us know if this resource violates TPT's content guidelines.

Intro to AI & Programming Logic Unit Lesson | Final Project

$6.00

Highlights

Digital downloads
Grades icon
Grades
6th - 12th, Adult Education, Higher Education
Answer Key
Included with rubric
Teaching Duration
45 minutes

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Equip your students for the future with this Intro to AI & Programming Logic Bundle. This no-prep unit covers Machine Learning basics, Boolean logic, and the critical ethics of AI. Perfect for Middle School STEM or High School Computer Science.AI Programming & Logic Unit | Intro to Artificia
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Description

Culminating Assessment for Lesson 3 of the AI Programming & Ethics Unit

In this final project, students demonstrate their understanding of programming logic and AI‑generated code by analyzing, explaining, and improving a simple program created with an AI tool. This assessment reinforces key lesson concepts, including the Input–Process–Output (IPO) model, debugging, and responsible AI use.

The project emphasizes conceptual understanding and reasoning, not advanced coding skills, making it accessible for beginners while still academically rigorous.

This Lesson 3 Final Project serves as a performance‑based assessment that asks students to think like programmers rather than simply run code. Students evaluate what AI produces, identify limitations, and apply programming logic to improve results.

The assessment is designed to measure:

  • Understanding of how programs function
  • Ability to reason about AI‑generated outputs
  • Awareness of AI strengths and limitations
  • Clear explanation and reflection skills

No prep required
Flexible programming language choice
Aligns directly with Lesson 3 instruction

Skills Assessed

  • Programming logic comprehension
  • Computational thinking
  • Debugging and error identification
  • AI literacy and critical evaluation
  • Written explanation and reflection

What’s Included (Assessment‑Level)

  • Performance‑based final project prompt
  • Clear student directions
  • AI‑aware task structure
  • Rubric (20 points total)
  • Aligned with Lesson 3 objectives

Suggested Timing

  • Duration: 1 class period
  • Can be extended for deeper revision or reflection

How This Fits into Lesson 3: This final project is intended to be used after:

  • Direct instruction on programming logic
  • IPO model exploration
  • Syntax vs. logic error discussions
  • Guided worksheet practice
  • It serves as the formal assessment for Lesson 3 before students move on to later topics in the unit.

Grade Levels

  • Middle School (Grades 6–8)
  • High School (Grades 9–12)
  • Intro College / CTE

This assessment is included as part of a larger lesson and unit bundle and is intended for classroom use only. Redistribution is not permitted.

Keywords

AI programming assessment programming logic project IPO model assessment computer science final project AI generated code analysis debugging assessment computational thinking project AI literacy assessment

Report this resource to TPT
Reported resources will be reviewed by our team. Report this resource to let us know if this resource violates TPT's content guidelines.

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