Focused thinking about a problem just sort of spawns new threads (some of which get OOM-killed if you keep spawning more). The process seems to need not actively thinking about the problem for the jobs to actually resolve.
It's like thinking about the problem triggers the background calculations to start, it doesn't actually perform the work.
Then you get that famous "aha!" in the shower or when you're off on a walk or whatever.
I went through the Navy's Nuclear Power program a lifetime ago and that was often 16-18 hours of instruction and study (and exercise) per day to do well. When you recognize that you're at that point of mental exhaustion you can sneak in something like a 30 minute nap to power through the remainder of what you need to achieve that day...
My general approach was to physically write down and do some checks to verify that I understand all of the material (reinforced memorization) and get as much in per day like a sponge.. and then sleep on it. The retention was nuts (was top of my class) and it kind of just becomes habit at some point.
I think the odder thing is that if you just keep doing it for decades you notice the missing information too. Those loose associations are still there for sure but the brain can only pack in so much at a given time or some such.
When we encounter a new problem, our brain spans a decision tree of assumptions from the closest known solution to a similar problem. The area around this tree is searched depth-first, which often brings good results (e.g. thinking about whether you'll put some threshold value at 0.2 or 0.25), but it's best at refinement. The more time passes and the more different things you do, the more the search is moved into breadth-first (which makes intuitive sense - the deeper the tree, the more processing power would have to be put towards it). Often times we literally cannot conceive a good solution to a problem, because our brain is focusing on finding the right deep leaf of the wrong subtree!
https://www.amazon.com/Consciousness-Brain-Deciphering-Codes...
I always came back to my apartment full of inspiration, with half a notebook full of ideas and plans, which I'd spend the next days implementing, while spawning new background jobs that would mature the next time I was AFK. Rinse and repeat.
Something about this set-up was just insanely good for my productivity. I was much more productive than periods I didn't have these forced breaks away from input.
It was a wonderfully creative & productive situation.
This is already a good situation to be with regard to burnout.
I'd love to do this (and try to when I can), but more often than not it's a balancing act between "rest but fall behind" vs "don't rest but catch-up".
I'm grant funded for the next year, and after that I have some savings to live off that may last another year or so (maybe less if this inflation keeps up), but after that I haven't got a singular clue where my money is coming from.
But I also don't have kids, and don't want any either. If I had or wanted, none of this would be possible. I'd definitely choose the golden handcuffs in that counterfatual.
Spend your conscious time loading your brain with data. Spend your unconscious time randomly making connections… until “Eureka!”
have idea, press button to record
use syncthing to sync the memos to your machine
run whisper to have them transcribed instantly
use syncthing to sync the whisper output back to your phone (if so desired)
[1] https://www.amazon.com/Memory-Palace-Matteo-Ricci/dp/0140080... [2] https://www.amazon.com/Moonwalking-Einstein-Science-Remember...
I agree the notepad could absolutely be straightforward win for some. However, the OP describes writing the ideas down as a "problem." If the OP says writing down things is a problem, I offer that we can't legitimately propose that same solution as a "win."
I really wish I had a good way to just get ideas into my phone quickly when on the road. Far too often I think I have some good ideas or make progress in something I thought of earlier, but I have no way to "save" it.
I bought a Bluetooth keyboard at some point that I can hook up to my phone if needed, but I almost never have the keyboard with me :-(
Was thinking Mic > Whisper transcription > GPT to take in a rough brain dump including instructions like “scratch that!” and convert it into the form you want (say, bullet points or action items). Should even be possible to dictate concept maps that way. Or even write Python functions on the go.
Although make sure you hit record first, and it records more than 30 seconds if you do.
I found about this after covid lockdown where I'd go for 3h long walks.