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<titleInfo><title>From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper</title></titleInfo>





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  <namePart type="given">David</namePart>
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<originInfo><dateIssued encoding="w3cdtf">2026</dateIssued>
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<relatedItem type="host"><titleInfo><title>Education Sciences</title></titleInfo><identifier type="doi">https://doi.org/10.3390/educsci16050782</identifier>
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<bibtex>@article{Vernholz_Sims_Treagust_2026, title={From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper}, volume={16}, DOI={&lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;}, number={5}, journal={Education Sciences}, author={Vernholz, Mats and Sims, Craig and Treagust, David}, year={2026}, pages={782} }</bibtex>
<ama>Vernholz M, Sims C, Treagust D. From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper. &lt;i&gt;Education Sciences&lt;/i&gt;. 2026;16(5):782. doi:&lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;</ama>
<mla>Vernholz, Mats, et al. “From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper.” &lt;i&gt;Education Sciences&lt;/i&gt;, vol. 16, no. 5, 2026, p. 782, doi:&lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;.</mla>
<chicago>Vernholz, Mats, Craig Sims, and David Treagust. “From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper.” &lt;i&gt;Education Sciences&lt;/i&gt; 16, no. 5 (2026): 782. &lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;.</chicago>
<short>M. Vernholz, C. Sims, D. Treagust, Education Sciences 16 (2026) 782.</short>
<ieee>M. Vernholz, C. Sims, and D. Treagust, “From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper,” &lt;i&gt;Education Sciences&lt;/i&gt;, vol. 16, no. 5, p. 782, 2026, doi: &lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;.</ieee>
<apa>Vernholz, M., Sims, C., &amp;#38; Treagust, D. (2026). From Time-Saving to Skill-Building: Reframing Generative AI for Lesson-Planning—A Conceptual Design Paper. &lt;i&gt;Education Sciences&lt;/i&gt;, &lt;i&gt;16&lt;/i&gt;(5), 782. &lt;a href=&quot;https://doi.org/10.3390/educsci16050782&quot;&gt;https://doi.org/10.3390/educsci16050782&lt;/a&gt;</apa>
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