$DOGE I have a premonition that the era of universal quantification is about to arrive.

While scrolling through Douyin, I discovered that Manus has opened public testing, so I asked it to write a Python program to analyze market news. However, it seemed to get stuck in a logical loop and couldn't exit. This is the biggest pain point of current AI automation.

Friends who often use AI to write code have likely encountered such issues: when executing AI-generated code leads to errors, they provide the error information back to the AI, but it always gives ineffective solutions, ultimately requiring manual debugging to identify the mistakes.

This is also the biggest barrier for ordinary users when using AI to write code.

However, Manus seems to have solved this problem.

When running tasks, it launches a cloud server. When encountering similar issues, the AI can debug just like a human. After waiting for a while, it really completed the task I set.

I strongly recommend everyone to use AI in trading, life, and work; you never know what unexpected gains an exploration might bring.