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.
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
Related publications
Previous
The Invisible Risks of AI-Generated Health Information
Next
Navigating Epistemic Monocultures in AI-Driven Science: A Simulation Study
Kuwait university students’ perspectives on academic support-seeking and associated factors: a preliminary convergent mixed-methods study
Executive Guide
Transparency data: Ofsted workforce management information: 2026
Executive Guide
Guidance: Set up your ILR and collect data with the Learner Entry Tool
Executive Guide
Guidance: Submit Learner Data known issues
Executive Guide
Early years census
Executive Guide
Ofsted increases focus on inclusion and reading in prison education inspections
Executive Guide
Download & citation
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.