When humans and machines work together, we can solve highly complex product development and innovation. Human computation through crowdsourcing helps to take very complex, multi-constraint problems and turn them into structured objectives with better defined constraints. Machine computation via AI then addresses the scalability issue by searching across large and diverse data sets to increase the probability of finding higher potential analogs. AI can efficiently search across millions of patents, research papers, videos, products, web pages and information on the Internet and data stores.
Innovation is turning to co-innovation between humans and machines.
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