Age eleven and had access to a chemistry set that a relative gifted. It had sulfur, but the saltpeter, and charcoal came from elsewhere. The 1960s encyclopedia had the instructions.
This is actually a fun one, and kinda has some parallels to building a nuclear weapon.
I tried this as a grownup because I finally managed to get my hands on saltpeter (could only dream of it when kid). Followed the instructions, mixed everything in correct ratios, lit it with great care and fanfare and... hiss fizzle. I was so disappointed! I think it came down to purity of ingredients and not enough surface area.
Point is, there are certain details of the process required to make it truly work, that are not readily known; in a similar way with nuclear energy, the theory is pretty well known but some nitty gritty details like the implosion or detonator design are not.
As a kid I found saltpeter at an old-fashioned pharmacy and made gunpowder, and it also barely fizzled. I think you have to grind the ingredients much finer than a kid has patience for.
To a point. Plenty of people from previous generations with missing digits and hands thanks to play with commonly available fireworks of the area (Australia based, so no idea how common that remains in the US).
My own experiments from my youth also one time resulted in some shrapnel punching through a 5 inch thick concrete tile very close to someone’s head (thought we were safe behind said tiles).
Get involved with the kids blowing stuff up so the danger is within reasonable bounds.
When we do these it's a fine-tuned classifier, generally a BERT class model. Works quite well when you sanitize input and output with low latency/cost.
The only good thing Microsoft azure ever did for me was provide a very easy way to exploit their free trial program in the early 2010s to crypto mine for free. It couldn’t do much, but it was straight up free real estate for CPU mining. $200 or 2 weeks per credit/debit card.
We tried this (and M$ sold it hard) and never went to production with it (except for a couple of niche use cases). It was obviously not going to meet expectations before we were half way through the PoC.
Azure container apps are a great (idea) and work mostly fine as long as you don’t need to touch them. But they’re just like GCR or what fargate should be - container + resources and off you go.
We ran many internal workloads on ACA, but we had _so may issues_ with everything else around ACA…
Let the kids play.
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