Gpt Image 2 Prompting

# GPT Image 2 Prompting Guide

Checked: 2026-07-12

GPT Image 2 is OpenAI's **flagship image generation and editing model** with
text and image input, image output, flexible sizes, and high-fidelity reference
inputs. Product docs emphasize typography, prompt adherence, precise editing,
and reference consistency. Internal architecture claims (for example "fully
autoregressive reasoning-integrated image model") are **unconfirmed** in the
checked OpenAI docs; prompt for outputs, not for hidden mechanisms.

| Property | Value |
| --- | --- |
| Role | State-of-the-art OpenAI image gen + edit |
| Surfaces | Images API, ChatGPT image tools |
| Inputs | Text, images (references / edit bases) |
| Evaluate | Full-resolution outputs, not compressed social frames |

## Universal Image Prompt Kernel