Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to generate a video in Sora 2,

@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to generate a video in Sora 2, and then select that video to generate the character of Sora 2. This...

January 1, 2026 路 1 min read

@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to generate a video in Sora 2, and then select that video to generate the character of Sora

  • This can indirectly achieve consistency.

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

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@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to gene...THESIS@haijiaovip2580@Mirac1e_Lyrics Thereis an evil way. Youuse the prompt word toSIGNAL@haijiaovip2580@Mirac1e_Lyrics Thereis an evil way. Youuse the prompt word toOPERATOR2. This can indirectlyachieve consistency.IMPLICATION2. This can indirectlyachieve consistency.
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flowchart LR
  thesis["@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to generate a video in Sora 2..."]
  signal["@haijiaovip2580 @Mirac1e_Lyrics There is an evil way. You use the prompt word to generate a video in Sora 2..."]
  operator["2. This can indirectly achieve consistency."]
  implication["2. This can indirectly achieve consistency."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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