Running LLMs locally on commodity hardware may be challenging. The setup is definitely not trivial, the requirements are very high, and the end result is typically disappointing due to bad performance.
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Every company developing software needs developers running support shifts. It is a necessity, but it is also incredibly disruptive. I will focus here on office-hours support and discuss out-of-office support at another time.
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The FBI used phone metadata and face recognition to find who assaulted the U.S. Capitol. The identification of suspects based on mobile phones’ metadata and face recognition is very effective, but can lead to false positives.
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