How can I prepare best for interviews this fall for internship roles next summer?

A live Twitch chat question came in asking for advice on how to best prepare for interviews starting in a few months (fall of 2022) for summer internship placements in the summer of 2023. Preparation is key, but knowing what the company even expects when you're still a student can be used to your advantage, too.
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