Scientists say this in regards to future technological innovations, how do they know this and what technology will be, but they haven’t done it even with knowledge of it theoretically?
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Past experiences.
You see a news article of some lab with a new technology. But, past experience says that taking a simple lab test proof of concept and making it a product on the shelf actually takes 8-10 years. This is because scaling up production always has problems. Getting manufacturing always has problems. Mass production never works as well as a single experiment performed with care. There are whole specialities in scaling things up.
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