AI implementation advice on my X feed is divided between those who "feel the exponential" and those whose (unconscious?) mental model of AI is that this is about as good as it is going to get, so it is time to build around the limitations & cost structures of today's capabilities

#OpinionLine# The implementation of the Global Development Initiative is indispensable for global sustainability. Recent years have only confirmed its importance. If the global development agenda is not properly addressed, everything else — including international security — will remain on shaky ground.

One of the biggest implementation gap of digital ID comes from implementation choices that ignore ground reality. Designs assume reliable connectivity in countries where most citizens are on 2G. They assume smartphones in populations that mostly own basic phones. They assume literacy in places where a quarter of the population can't read the forms they are asked to sign. When the architecture doesn't account for these conditions, the result becomes structural exclusion that gets blamed on the citizen rather than the design.

What are the blockers for AI implementation? Chief AI Officer at @UBS Daniele Magazzeni says it is “the ability to trust the model.” “Therefore, being able to assess the reliability and accuracy of the model is very important.” Supported by UBS