PLeW: Interactive Data Landscape Visualization Tool
PLeW is an interactive tool for exploring complex data landscapes and human evaluation data, co-developed as part of ongoing collaborative research (see related work: PLeW-NLG: Interactive Exploration of Human Evaluation Data across NLG Tasks, INLG 2026, and Collaborative Exploration of Complex Data Landscapes with PleW, Oral Archives Journal).
Note: a dedicated project page for PLeW is planned — this entry’s link will be updated once that’s live.

Learning thrives on engagement. Engagement manifests from value recognition. Value is found and evolves through dialogue. In the face of an upswelling AI presence that threatens to bypass genuine engagement, we must reimagine how we connect by crafting dialogues that acknowledge both the possibilities and pitfalls of AI within our learning environments. Len is a chemist-turned-consultant working at the intersection of AI and higher education.
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