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I spend most of my time doing instead of reflecting.

But without reflection it's impossible to know if you're doing the right thing. I generally write what I know: building software, running infrastructure, and the intersection of machine learning with product development.

But I also write to explore concepts that are foreign now but I hope to someday hold closer. These may be technical or philosophical - in both you have to stake out a view before you're really sure if it holds up to scrutiny. I typically put those musings in my newsletter.

Where writing puts the different puzzle pieces together, talking with others is the fastest way to challenge your assumptions. I record some of these conversations over at pretrained.fm with an old Stanford friend of mine.

If you prefer some of the out takes:

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