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K2 Studio: Taste-Driven AI Image Generation in Krea

by The Krea Team

K2 Studio: Taste-Driven AI Image Generation in Krea

K2 Studio is a new image generation workspace in Krea built around taste.

Most image tools ask for a prompt, return a few outputs, and leave the next step to you. K2 Studio is designed for a different loop: generate, react, refine your taste profile, and keep moving toward a visual direction that feels more like yours.

It is powered by Krea 2 and built for people who do not just want one good image. They want a system that can learn the aesthetic they are developing.

What is K2 Studio?

K2 Studio is a focused workspace for taste-driven image generation.

You can write a prompt, add style references, choose an aspect ratio, attach a moodboard, adjust creativity, and generate multiple variations. As results come back, you can like images, dislike images, ask for more like a result, or add specific guideline rules from an image.

Over time, those choices become part of a taste profile: a reusable creative direction made from style tags, liked references, comments, and guidelines.

Why taste matters

Prompts are useful, but they are not always enough.

Aesthetic direction is often more subtle than a sentence. It might be a lighting habit, a texture preference, a color restraint, a camera feeling, a poster sensibility, or a specific kind of imperfection that keeps an image from feeling generic.

K2 Studio gives those preferences a place to live.

Instead of rebuilding the same direction every session, you can keep shaping a profile and use it across generations. The more you refine it, the more the tool has to work with.

Taste profiles

A taste profile combines several signals:

  • Style guidelines you add directly.
  • Images you like or dislike.
  • Longer comments that steer future outputs.
  • Reference images used as visual anchors.
  • Moodboards selected from your Krea workspace.

You can start from nothing, browse existing taste profiles, create your own, save templates, and share profiles across a workspace. This makes K2 Studio useful not only for individual exploration, but also for teams trying to keep a consistent visual direction.

Like and dislike generations to help K2 Studio learn the direction you want.

Style guidelines and comments

K2 Studio separates short style guidelines from longer comments.

Style guidelines are compact aesthetic tags that can be enabled, disabled, dragged into the prompt, or removed as your direction changes. Comments are longer instructions that can describe more specific rules, constraints, or preferences.

You can also add a guideline directly from an output image. That makes feedback more concrete: instead of writing a vague rule from memory, you can point to a result and describe what should carry forward.

Style guidelines give K2 Studio compact, reusable signals for future generations.

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One of the core interactions in K2 Studio is simple: when an image is close to what you want, press More.

That action uses the selected image as a soft visual anchor. The goal is not to copy the image exactly. It is to continue exploring the subject, mood, and aesthetic direction that made the image interesting in the first place.

This turns image generation into a faster creative search process. You do not need to keep rewriting the prompt from scratch every time a result gets close.

Style references and moodboards

K2 Studio supports style references and moodboards for more visual control.

Style references let you add images that influence the look of the generation. You can adjust reference strength, combine multiple references, and choose how they blend. Moodboards let you point the model toward a broader visual collection rather than a single image.

Together, these controls make K2 Studio feel less like a prompt box and more like a creative surface for building a direction.

Built for iteration

K2 Studio is designed around fast iteration.

You can generate multiple variations, inspect results in a fullscreen view, copy prompts, save outputs to folders, save images into moodboards, and keep the feedback loop going from the same workspace.

The important part is continuity. A session can keep its prompt, style references, selected moodboard, taste profile, and generation history, so the work does not disappear between attempts.

K2 Studio and Krea 2

Krea 2 is the image model. K2 Studio is the workspace built around it.

The model generates the images. The studio helps you steer it with taste profiles, references, moodboards, comments, and image feedback. That distinction matters because the best output often comes from the interaction between the model and the creative direction around it.

Who is K2 Studio for?

K2 Studio is useful for anyone exploring visual direction:

  • Designers building a campaign language.
  • Creative teams developing moodboards and references.
  • Artists searching for a consistent aesthetic.
  • Brand teams testing visual territories.
  • Studios that need a repeatable look across many images.

The tool is especially helpful when the goal is not just one image, but a body of images that belong together.

Explore K2 Studio

K2 Studio is rolling out as a beta workspace for taste-driven image generation in Krea.

Open K2 Studio

Frequently asked questions