Why is that? It seems the other direction? I want to be sure I can complete a task in a certain amount of wall clock time. If the tokens per second are slow, then I am risking more by running a single approach at a time, and then have an incentive to try to multiplex my attention between separate work-streams. If the generation is fast enough to occupy my attention then there is no more available improvement by having parallel threads.
The main focus of education as a taxpayer supported activity is about the perpetuation of the state. The fact that a healthy state relies on a healthy economy is a constraint that helps shape the aims of public education. Other constraints are about culture, values, and understanding the government to the degree that the government can count on having a future generation of legislature.
One of my favorites on this topic, the 1963 "A Talk to Teachers", by James Baldwin.
Some perspective: I feel that I participate here, yet most days I don't write even a single comment. When I comment I rarely write more than two comments a day.
> "Fix the following compile errors" -> one shot try and stops.
> "Fix the following compile errors. When done, test your work and continue iterating until build passes without error" -> same cost but it gets the job done.
A good friend of mine holds the belief that "having friends with kids is better than having kids of your own", and I definitely feel the "can't explain" part - there is an unexplainable reality when you have kids of your own.
I don't see the lock in effect (such as learning a language, or a complex software product) with LLMs yet that would drive student based marketing efforts.
It is not really cheap, nor best "value for the dollar", but I am extremely satisfied with UniFi [0]. Nearly instant setup, decent mobile apps, web interface, basically just works as you need.
If you wanted to pay for direct air capture of CO2 to directly "undo" your climate effect of driving, the cost would currently be about $6 per gallon. Price comes from [1], found [2] looking for a second opinion on current direct air capture cost.
I interpreted the effect here not to be on the deck plates but to be the point of impact between the cable and the hook. Sudden bends in cables can wear them fairly quickly in the immediate vicinity. I'm sure you can extend cable life proportionally to the spread of the loading.
There is also Quadro Toys. I have a couple of the large sets and have built a series of houses, climbing toys, and now a "castle" with a slide for my daughter.
Don't worry, if you are happy with those specs you can get corporate ewaste dell towers on ebay for low prices. "Dell precision tower", I just saw a listing for 32gb ram, Xeon 3.6ghz for about 300 usd.
Personally, at work I use the latest hardware at home I use ewaste.