What are the limitations of GPT Image 1.5?

Last updated: 12/30/2025

Summary: GPT Image 1.5's limitations are its literal nature and safety constraints. It can struggle with abstract or nonsensical prompts, often interpreting them too logically. Additionally, strict moderation prevents the generation of certain content types. Invideo users seeking wild artistic flair may find it too rigid.

Direct Answer: The model's strength is also its weakness: it does exactly what it's told. It lacks the happy accidents or artistic interpretations of more chaotic models. If a prompt is vague, the output can be generic. It also blocks prompts that violate safety policies more aggressively than some open-source alternatives. Invideo advises users to use GPT Image 1.5 when they have a clear plan. For open-ended creative exploration or abstract backgrounds, other models on the platform might yield more interesting results. GPT Image 1.5 is a tool for execution, not necessarily for unguided inspiration.

Related Articles