Skip to content

Topic

Iterative image editing

Workflows where a generated image is refined through successive instructions rather than regenerated from scratch, which requires a model to hold unchanged regions and subject identity steady between turns.

Current clusters

product3 publishers

OpenAI points Images 2.5 at the edits that used to degrade the rest of the frame

OpenAI leads on lighting and speed, but the claims that decide whether a team can ship an asset are about holding a subject consistent across turns and leaving untouched regions alone, and neither arrives with a number.

Perspective Coverage

3 publishers
Builder
Builder 42%
Operator
Operator 43%
Investor
Investor 15%

Reality

Evidence38
Adoption35
Hype gap+30
Incentives72
Confidence58