The Game of Go has been explored for 2500 years and resulted in a body of theories that Go masters study in Go schools. Alpha Go discovered that human Go understanding was caught in a local optimum, and broke out of it. The game of modern physics started only 130 years ago...
Even if we make new observations, they will not refute valid past observations. New observations *reduce* the space of valid predictive models, not increase it. As long as God is not intentionally messing with us, novel data are not new obstacles but always just additional hints.
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Well said. Valid past observations should be a valid basis of performing simulation and thus discovering new kinds of languages.
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