More loops is not always better. Beyond a certain depth, excessive recurrence degrades predictions — the hidden state drifts past the solution and into noise. This is the 'overthinking' failure mode.
这一发现挑战了'更多循环总是更好'的直觉，揭示了循环模型的'过度思考'问题。这类似于人类思考中的过度分析现象，表明即使是最优架构也存在'饱和点'。这一发现对模型设计有重要启示：需要智能的停止机制，而不是简单地增加循环次数。
p.s. Want the visual map? You'll find a full FieldNote Sketch Summary of this inside the 'hidden' layer. Click this highlight to see the synthesis, share it with someone you know needs it and save a copy for yourself.
Stop Overthinking - and share this with a friend you know.
the folly of endless bla, bla bla, people viewing the mind as a big boy, while in reality, it is a little boy who is undisciplined and goes on random rants and tangents, liking and disliking everything it sees on social-media
I have read that a Maincard's Keyword usually is not a word that is used in the thought that you wrote on the card.
reply to u/drogers8 at https://www.reddit.com/r/antinet/comments/13wlfbs/how_to_select_a_keyword_for_your_main_card/
I'm don't think I've ever seen that advice anywhere in my own reading. I've been doing this for ages and would suggest that it's actively bad advice. Use a keyword that seems useful, beneficial, and which you're likely to have the most interest in in the future. What do you suspect the future you will use to search for that card or a branch on that idea in the future? Use that.
Also, don't overthink this stuff. Just practice. You're going to make some mistakes, but with a small number of cards you'll start to figure it out on your own before things get too large. Your practice today is not going to look like your practice in 6 months and it'll change again 6 months after that.
‘Should I be concerned about my overthinking?’ has asimple answer:‘Yes, if it is thinking that gets in the way of your ability tofunction.’—DR ROBERT SHIEFF, PSYCHIATRIST AND COGNITIVE BEHAVIOURAL
this important!!!
THOUGHTVIRUSES
Ini penting untuk diingat.
positive overthinking activates chemicals in the brainsuch as dopamine, oxytocin, serotonin and endorphins
overthinking -> negatives it can be positives
Worrying
worrying -> a. negative predictions -> catastrophic b. potential disasters -> fear + enxiety
all lead to paralysing -> limiting problem-solving
regret and guilt
rehashing leads to -> regrets and guilts
more harmful than helpful
another important point
too much about (something)
too much -> not ok
clinical psychologist, speaker, blogger
How does the probability of drawing a sample bag with two out of ten candies yellow depend on the proportion of yellow candies in the population?
Pardon my ignorance, perhaps I am reading too far into things: if the population number changes, the proportion of the yellow candies in each sample will change???