The Hard Part of an AI Image Tool Is Not the Model

Description and use

<p>A lot of AI image products begin with the same demo:</p> <ol> <li>Upload an image.</li> <li>Call a model.</li> <li>Show the result.</li> </ol> <p>That flow looks simple in a product demo. In a real application, it is usually the easiest part.</p> <p>The difficult work is everything around the model: deciding what the user is actually trying to do, making the upload understandable, handling slow or failed requests, preserving user trust, and avoiding a UI that exposes every technical option the provider happens to support.</p> <p>I have been working on a small web workspace called <a href="h

Problem

<p>A lot of AI image products begin with the same demo:</p> <ol> <li>Upload an image.</li> <li>Call a model.</li> <li>Show the result.</li> </ol> <p>That flow looks simple in a product demo. In a real application, it is usually the easiest part.</p> <p>The difficult work is everything around the model: deciding what the user is actually trying to do, making the upload understandable, handling slow or failed requests, preserving user trust, and avoiding a UI that exposes every technical option the provider happens to support.</p> <p>I have been working on a small web workspace called <a href="h

Outcome

<p>A lot of AI image products begin with the same demo:</p> <ol> <li>Upload an image.</li> <li>Call a model.</li> <li>Show the result.</li> </ol> <p>That flow looks simple in a product demo. In a real application, it is usually the easiest part.</p> <p>The difficult work is everything around the model: deciding what the user is actually trying to do, making the upload understandable, handling slow or failed requests, preserving user trust, and avoiding a UI that exposes every technical option the provider happens to support.</p> <p>I have been working on a small web workspace called <a href="h

Evidence

The Hard Part of an AI Image Tool Is Not the Model

Source