11/02/2026
Grateful to have facilitated todayโs workshop with the School of Foundation Asia Pacific University of Technology & Innovation (APU).
โ๐๐ก๐ข๐ง๐ค๐ข๐ง๐ ๐๐ฆ๐๐ซ๐ญ๐๐ซ ๐ฐ๐ข๐ญ๐ก ๐๐: ๐๐ซ๐๐ข๐ง๐ฌ๐ญ๐จ๐ซ๐ฆ๐ข๐ง๐ ๐๐ง๐ ๐๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐ข๐ง๐ ๐๐๐๐๐๐ญ๐ข๐ฏ๐ ๐๐ข๐ญ๐๐ซ๐๐ญ๐ฎ๐ซ๐ ๐๐๐ฏ๐ข๐๐ฐ๐ฌ.โ
๐๏ธ 11 February 2026 | ๐ 10:00amโ12:00pm
We explored practical, ethical ways to use AI to:
Brainstorm research angles and sharpen problem statements
Map themes and organize sources for early-stage literature reviews
Refine structure using outline prompts, concept matrices, and synthesis patterns
Maintain academic integrity through transparency, verification, and proper citation
Key takeaways:
Start with clear, scoped prompts to generate breadth, then iterate for depth
Use thematic mapping (concept clusters) to avoid disconnected summaries
Build a living evidence table (claims โ sources โ methods โ gaps)
Keep an โintegrity checklistโ: disclose AI use, verify sources, cite appropriately, and retain your own voice
Thank you to the School of Foundation team and all participating academic staff for a thoughtful, hands-on session. The questions were sharp, and the discussions on responsible AI in research were inspiring.
If youโd like the slides, prompt templates, or a one-page summary, drop a comment or DMโIโm happy to share.
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