Concerning the current excitement over AI, which is in understandable, perhaps it is wise to take care on implemetation wisdom based on past hype tech, specifically DLT. “We tend to overestimate the effect of a technology in the short run and underestimate the effect in the long run” said Roy Amara. This applied very well to blockchain where it has taken ten years to deploy in big use cases like supply chain, identity and notarisation. Now AI is showing some rapid adoption but technology is not just about the technology. It’s also about policy, legacy processes and robust real world testing. So lets work on AI algorythms beyond the individual use cases such as chat bots and content generation, into robust cases for the long term.