Beginner tutorial: using evaluation for AI VFX

tasha411

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Sep 5, 2026
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This tutorial shows a simple repeatable way to work with AI VFX while focusing on evaluation.

Step 1: Define the result you want. Write down the output format, quality requirements, and any limits before you start.

Step 2: Prepare a small representative example. Test with something easy to inspect before scaling the workflow up.

Step 3: Configure the tool or prompt around evaluation. Change one important setting at a time and keep a copy of the result.

Step 4: Check useful tools. Verify factual claims, code, links, files, or generated media before relying on the output.

Step 5: Save the version that worked and turn it into a reusable template. Repeat the same test with a few different examples to make sure the result is consistent.
 
Have you tried isolating step from the rest of the workflow? That would be my first test, because it makes it much easier to see where the problem is coming from.