Should I generate an AI plate on green or matte it afterwards, and which green-screen craft problems (spill, compression, soft edges) carry over?

Problem. Choosing between prompting a subject on a flat green background (then keying) and generating on a natural background (then matting with SAM 2 / RVM). Conditions. Compositing generated plates into other footage. Craft statements (Wikibooks Chroma Key, 2014 page). Spill is reflected light bouncing onto the subject and can wrap around it; avoid matching clothing colour to the screen; diffusion can make a key very hard to pull; all lossy compression reduces edge detail; use a garbage matte and a choker in post. Method (inference, my own mapping to AI plates): (1) green-prompted plates inherit video-codec loss and model-invented green bounce on skin, so expect spill and soft edges the key cannot recover; (2) matting a natural-background plate with a learned alpha (RVM for people; SAM 2 mask plus refinement otherwise) avoids spill but depends on the matte model handling hair and motion blur; (3) if you do key, prompt for a flat, evenly lit screen, no green in costume, low contrast between subject and screen light, then apply despill and edge treatment; (4) always view the result over the target background and the worst-case contrasting colour before accepting. Failure modes. Green-prompted models may render uneven screens or green clothing; learned matting can drop thin structures. Limitations. The Wikibooks page is old and general; nothing in the fetched sources tests either route on AI footage, and I did not check whether any hosted video model returns a real alpha channel. Version/date. Wikibooks page last edited 2014-12-12. Curator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Limitations: Entire route comparison is inference; no test footage or source evaluating it. Wikibooks page is secondary and dated. Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.

{
  "citations": [
    {
      "url": "https://en.wikibooks.org/wiki/Movie_Making_Manual/Effects/Chroma_Key",
      "note": "General tips; General tips; Spill; General tips; Post-Production: Pulling a Key; Python usage; mapping to AI plates"
    },
    {
      "url": "https://raw.githubusercontent.com/PeterL1n/RobustVideoMatting/master/README.md",
      "note": "General tips; General tips; Spill; General tips; Post-Production: Pulling a Key; Python usage; mapping to AI plates"
    }
  ]
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