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Probably WRT opensource tools (machine learning, databases, frameworks, etc.) that are now 80%[1] as good as what the biggest firms have access to.

1. entirely made-up number



It has been a while since I worked at a big firm, but my experience has always been that open source tools are always far superior.




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