Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing tool.

Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing tool. I can tell you that many Douyin videos have gone viral on the road.

July 13, 2026 · 1 min read

Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing tool.

I can tell you that many Douyin videos have gone viral on the road.

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FORMATTOPICCAPABILITYMARKETcoversFORMATshort signalTOPICtooling
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-tooling["tooling"]
  format-short_note -->|covers| topic-tooling

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Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing...THESISUsing KeLing 3 to makethese kind offace-swapping spoofvideos is really anSIGNALUsing KeLing 3 to makethese kind offace-swapping spoofvideos is really anOPERATORI can tell you thatmany Douyin videoshave gone viral on theroad.IMPLICATIONI can tell you thatmany Douyin videoshave gone viral on theroad.
Mermaid outline
flowchart LR
  thesis["Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing tool. I can tell you t..."]
  signal["Using KeLing 3 to make these kind of face-swapping spoof videos is really an amazing tool."]
  operator["I can tell you that many Douyin videos have gone viral on the road."]
  implication["I can tell you that many Douyin videos have gone viral on the road."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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