

I mean, we really don’t have the data to prove this either way.
Meta’s training of Llama3 405B model had a 1.34% failure rate for GPUs over the 54 days it ran, across 16387 gpus. It’s not likely that all of those faults led to bricked hardware either, they could have just lost part of their performance or memory.
The real question is does that test scale to the long term, often with hardware like this there’s a bathtub curve for failure. If those units used were brand new, many of the failures could have just been the initial wave of failures, and there could be a long period of relative stability that hadn’t even been seen yet.
GPU based coin mining demonstrated that GPUs often had a lifespan over 5 years of constant use before failure on consumer cards in often less than ideal operating conditions.



I’d argue home assistant with some smart LEDs and a few sensors would be great.
Having a bulb that let’s you know the outside temperature/weather when you’re getting dressed in the morning is neat. Having a dimming pattern for sleeping time. Tons of other really simple stuff available too.