Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

From this point of view, in the live broadcast industry, it is difficult to completely replace the level of AI, at least in a short period of time.

From this point of view, in the live broadcast industry, it is difficult to completely replace the level of AI, at least in a short period of time. Singing and dancing...

November 28, 2025 · 1 min read

From this point of view, in the live broadcast industry, it is difficult to completely replace the level of AI, at least in a short period of time. Singing and dancing, beautiful and handsome men have always been the traffic password. Look at the camera skills of this camera guy and the perfect coordination of lighting. It is a complete visual blockbuster. This kind of live broadcast room is absolutely unstoppable. The current AI is not good enough. I understand that there are probably the following problems:

  • Pure AI virtual live broadcast can do some things to achieve recorded information broadcast and short and medium videos.
  • Live broadcasts are currently mostly live broadcasts in the form of a mixture of real people and avatars.
  • If the virtual person in the live broadcast provides real-time two-way feedback, it is not possible at present, and the delay is too much.
  • It is still possible to monitor barrage in the live broadcast room and leave messages. After all, it is pure text. 5 Most of the so-called virtual idol live broadcasts are face-picking live broadcasts. If you change your voice again, it’s very likely that a rough guy will be playing it for you from behind.

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Mermaid outline
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Built from summary and key paragraph positions

From this point of view, in the live broadcast industry, it is difficult to completel...THESISFrom this point ofview, in the livebroadcast industry, itis difficult toSIGNALFrom this point ofview, in the livebroadcast industry, itis difficult toOPERATOR2. Live broadcasts arecurrently mostly livebroadcasts in the formof a mixture of realIMPLICATION4. It is stillpossible to monitorbarrage in the livebroadcast room and
Mermaid outline
flowchart LR
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  signal["From this point of view, in the live broadcast industry, it is difficult to completely replace the level of..."]
  operator["2. Live broadcasts are currently mostly live broadcasts in the form of a mixture of real people and avatars."]
  implication["4. It is still possible to monitor barrage in the live broadcast room and leave messages. After all, it is..."]
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