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Business Values/Implications of AI and Machine Learning

to succeed. From my point of view, the most successful application in the future would be robotics. Robotics can be defined broadly; not just machines, but automatic arms and fetches. These are also robots. Nowadays, we have teaching robots that teach children English and we have agency staff and accounting robots. Another area I have to mention is that I have just completed some blockchain research, which is obviously the frontier of IT. Not long ago, the President of China, President Xi, mentioned blockchain. Xi assigned blockchain the same rank as big data

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Safe Open Science for Restricted Data

accepted in the scientific community as necessary to validate research findings, but not any of the following: preliminary analyses, drafts of scientific papers, plans for future research, peer reviews, or communications with colleagues. This “recorded” material excludes physical objects (e.g., laboratory samples), trade secrets, personnel and medical information, etc..” Federal Register 2 CFR 200.315(e)(3) Open science is frequently mistaken for open access. Open access data are freely available, free of cost, or other barriers to its access. Open science allows for

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