少点错误 01月21日
Almost all growth is exponential growth
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文章探讨了各种事物的增长模式,指出其往往呈指数增长,直至遇到阻力而停止。如鸽子数量、话题讨论等,还提到投资中的指数回报可能是骗局,以及对AI能力增长的看法。

🌐各种事物倾向按指数增长,与当前规模等成正比

🚫存在阻力时,指数增长会停止,如地球对鸽子的容纳

💸投资中指数回报可能是骗局,银行称其为复合增长

🤖认为AI能力会按当前水平一定比例增长

Published on January 21, 2025 7:16 AM GMT

Why is almost everything either overwhelming or nonexistent? I can't step outside without stepping on a pigeon, but I haven't seen a cardinal in years. Topics are discussed either constantly or never. You bike 200 miles per week or never. You are probably cancer free or dead from cancer. Your old stocks and coins are either worthless or worth a fortune. Stuff from my old popular science magazines is either in the palm of my hand or nonexistent.

The answer is what you would expect. Memes and bike clubs and cancer and companies and technology and pigeons all tend to grow/improve/multiply at a rate proportional to their current size/capabilities/population. If you've forgotten precalc, that's the definition of exponential growth.

There is some resistance force against all things, but even an exponential resistance (eg by the immune system) rounds to zero eventually if it grows even slightly slower than its target. 1% growth per second is 10,000x more per day than 0.99% growth per second.

Of course earth can only nourish so many pigeons, but after the strong exponential is over, growth basically completely stops. There's not really a long linear phase or anything. Growth is just zero until it is exponential until it is zero again. This approximation is accurate enough to call it reality.

If someone offers you exponential returns on your investment then it's probably a scam, but banks do that and they just call it "compounding growth". That is a much more descriptive name.

It's a bit crazy to think AI capabilities will improve exponentially. I am a very reasonable person, so I just think they'll improve some amount proportional to their current level. Like the next thing is 5% better than the last thing. Although the things are only a month or two apart now...



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指数增长 事物发展 投资骗局 AI能力
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