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Valter Hugo Muniz AI Consulting
Ethical AI Practices


The electricity your AI tools don’t tell you about
Photo created by Google Gemini At my first AI workshop with members of KoGe, a Swiss network of faith-based organisations working on peace, justice, and inclusion across 37 countries, someone raised their hand mid-session: “But is it sustainable?” A fair question. The honest answer, right now, is that we do not really know, because the companies behind these tools have found a legal way to fake the answer. Clean on paper, coal in the grid Picture the electricity grid as a gi

Valter Hugo Muniz
5 days ago3 min read


Navigating AI Adoption: A Guide for Nonprofits
Let's not be hypocrites from the start: Yes, I use AI every day for work and personal purposes. I also drive a car, eat meat, buy cheap clothes, take airplanes, and—worst of all—I really like gadgets. I'm not sure that makes me a bad person or citizen, but I can assure you I'm trying to live consciously, mindful of my impact and the footprints I leave on the world I want to inhabit. I don't mean this as self-therapy. I'm simply making clear I'm not speaking from moral authori

Valter Hugo Muniz
Dec 27, 20255 min read
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