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- being able to solve research problems
- being able to identify good research problems
- break them down into doable pieces
- fundamental research skills
- you should not isolate yourself
- you should keep a notebook with your research questions, ideas, and insights
- you should avoid aimlessly reading the literature since then everything will appear to have been solved already
- you should not forget to archive the results of your research, which include not only your publications but also your software, data, and notes
- always be critical
- always consider how to design and apply your AI technology to benefit society the most and identify potential ethical issues related to it
- never to lose sight of the overall research problem and be broadly interested, even beyond your research field
- be able to work as part of interdisciplinary research groups
- be able to mentor other students
- be able to acknowledge your mistakes