虽然我不是代码高手，但最近看了 AI 给我的实现和我自己曾经的实现，AI 默认都思虑过多了，总担心自己做的不够好，于是给出了不少废品代码，浪费资源，浪费感情。我真觉得现在许多工程作品就是这样，不简洁，不漂亮，过于复杂，思虑过重。

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Although I'm not a coding expert, I recently reviewed the implementations provided by AI and my own past work. The AI, by default, overthinks everything, constantly worrying that it's not doing a good enough job, resulting in a lot of subpar code—a waste of resources and effort. I truly believe that many engineering projects today are like this: not concise, not elegant, overly complex, and overly deliberate.

Bitcoin's price briefly touched $60,000 last week. Under a diminishing returns model, this is no mere noise. The market is touching the weakest link in the entire four-year cycle and logarithmic growth framework.

With the gains at the top of the Bitcoin cycle already significantly compressed, a further historically deep correction would completely negate the allure of its classic cycles.

This is not a prediction; it's a mathematical law.

Cycle Top Gains are Compressing

Historical Bitcoin Cycle Tops:

· 2013: ~$1,242

· 2017: ~$19,700

· 2021: ~...

$55,000 will be the lifeline for Bitcoin.

The U.S. Department of Justice (DOJ) has announced a 20-year prison sentence for Daren Li, 42, for his involvement in a global cryptocurrency investment scam. Notably, the sentence was...

The ringleader of a cryptocurrency scam worth approximately $74 million has been sentenced to 20 years in prison.

The government has just issued Resolution No. 23/NQ-CP following the regular government meeting in January 2026, which emphasizes the requirement for proactive, flexible, and effective monetary policy management, with close coordination...