From Experiment to Impact: How Purpose-Led Teams Are Using AI for Real Change

AI adoption is exploding, but is it delivering real impact?

Join Puff from 3 Sided Cube with Paul Smith (Amnesty International), Addie Achan (The Kaleidoscope Project) and Meet Muchhala (WWF International) for a brutally honest look at the state of “AI for good.”

They dive into:
✨ When AI helps, and when it absolutely doesn’t
💡 The difference between experimentation and impact
🧭 Guardrails that actually foster innovation
🤝 The one move every team should make in the next 30 days

This isn’t another glossy AI panel, it’s global voices swapping real metrics, ethical challenges, and human-first insights that could change how your team works on Monday.

And yes… we do talk about the “shitification of AI” 👀 and why keeping humans in the loop might just save us from the slop.

Chapters:
00:00 - Introduction: AI Adoption Reaches 89% in Purpose-Led Organisations
02:03 - Panel Introduction: Global Leaders in AI for Social Impact
04:22 - Where AI Helps Nonprofits
06:40 - AI Automation Success
09:03 - AI for Data Analysis
11:29 - AI in Conservation
13:52 - When AI Fails
16:12 - Ethical AI Boundaries
18:37 - Responsible AI Data Ethics
20:56 - AI Ethics vs Mission
23:16 - AI Guardrails for Conservation
25:24 - Getting Leadership Buy-In for AI
30:07 - AI Impact Measurement Frameworks for Nonprofits
33:28 - AI and Future Generations
37:37 - What Separates Successful AI Teams from Those That Stall
41:14 - Responsible AI Implementation
43:32 - AI Adoption Strategy
48:07 - 30-Day AI Action Plan: Start Small, Set Guardrails, Share Knowledge