Honest limits
One-selfie generation is fast, but it is not a magic identity model. A weak input still produces a weak result. Use a current, front-facing selfie with even light, no sunglasses, no heavy filter, and enough resolution around the face. If a generated headshot no longer feels like you, switch the source photo before spending more credits. We do not recommend using AI headshots for identity verification, legal documents, or any context where the photo is treated as an official record of appearance.