By Farhan Helmy

Reflective Preface
This reflection note is both personal and professional. As a mentor, reviewer, and researcher deeply engaged in environmental issues, climate change, and over the past five years, the intersecting fields of GEDSI (Gender Equality, Disability, and Social Inclusion) and technology, I find myself constantly seeking ways to understand complexity more clearly. I use systems thinking as a core approach in all my work. And now, AI has entered that system.