Human AI

Through research, partnerships and implementation, Data-Pop Alliance is committed to an ambitious and optimistic vision of Artificial Intelligence (AI). Our publications offer insights on how human societies could shape their future, particularly how they could leverage AI by applying some of its key principles to build a “Human AI” which reflects and serves the objectives and drivers of human development.


"Towards a Human Artificial Intelligence for Human Development"

Letouzé, E., Pentland, A., 2018.

ITU Journal: ICT Discoveries, Special Issue No.2

"Human-AI Decision Systems"

Alex (Sandy) Pentland, 2017.

MIT Media Laboratory, Cambridge, MA

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Open Learning Hub Module: Decoding the ecosystem: Big Data, Artificial Intelligence, and other Buzzwords

"The big question that I'm asking myself these days is how can we make a human artificial intelligence? Something that is not a machine, but rather a cyber culture that we can all live in as humans, with a human feel to it. I don't want to think small—people talk about robots and stuff—I want this to be global. What would happen if you had a network of people where you could reinforce the ones that were helping and maybe discourage the ones that weren't? That begins to sound like a society or a company"
Alex 'Sandy' Pentland