1 min readExecutive Guide

Executive Guide

ChatGPT Solves All Tested Qiskit Homework Assignments

Author
Aziz Shuaib Ausi
Published
28 August 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access

Executive Summary

Generative AI, specifically ChatGPT, successfully completed all tested introductory Qiskit homework assignments, highlighting a significant challenge for assessment methodologies in quantum software education. The research explored strategies to adapt homework design to require student engagement beyond simply submitting AI-generated code, without outright banning AI tools.

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Generative AI, specifically ChatGPT, successfully completed all tested introductory Qiskit homework assignments, highlighting a significant challenge for assessment methodologies in quantum software education. The research explored strategies to adapt homework design to require student engagement beyond simply submitting AI-generated code, without outright banning AI tools.

Why it matters

The demonstrated capability of generative AI to complete technical assignments poses a critical strategic challenge for educational institutions and professional development programs across all technical domains. Organizations must consider how to adapt learning and assessment strategies to prepare individuals for a future where AI tools are integral to work processes, ensuring that education fosters critical thinking and application rather than mere content generation.

Key insights

  • ChatGPT is capable of solving introductory Qiskit homework assignments, including tasks involving seeded basis-state circuits, Quantum Fourier Transform, and Deutsch-Jozsa algorithms.
  • The study aimed to develop assessment methods that leverage rather than prohibit generative AI by requiring students to execute, review, and discuss results.
  • Proposed homework designs incorporated personalization, simulator execution, JSON submissions, hidden references, circuit metrics, reflections, and optional IBM Quantum execution.
  • The findings suggest that current assessment paradigms in quantum software education may need re-evaluation given the capabilities of advanced AI models.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.19707

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Cite this publication (APA 7)

Aziz Shuaib Ausi (2026). ChatGPT Solves All Tested Qiskit Homework Assignments. Executive Guide. Aziz Shuaib Ausi. https://www.azizshuaib.com/verify/ASA-EXG-2026-00779

Verification

This is an authenticated institutional record.

Verification ID
ASA-EXG-2026-00779
Version
v1.0 · r0
Issued
28 August 2026
Publisher
Aziz Shuaib Ausi
Licence
All rights reserved. Reproduction requires written permission.

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