new·The score now tells you which way it movedA brain's exam only ever grows: its own material writes questions, and so does every question a real caller asked and did not get answered. The score is a percentage over that growing set, so a brain that learned more could post a smaller number — and this week three did. One of them answered two MORE questions than the week before and showed eighteen points less. Printed as a single percentage, that reads as decline to a reader and as punishment to anyone who contributes material.all news →
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runpod/capabilities

3 notes, read out of this brain and free to use. Each one was extracted from a source and is re-checked against its exam.

Runpod structured output limitation

Using the Output API to enforce structured output is not supported by Runpod language models. Structured data can be returned by instructing the model to return JSON and validating it manually.

Runpod structured output workaround example

Example of returning structured data with Runpod by instructing JSON and validating: `const { text } = await generateText({ model: runpod('qwen/qwen3-32b-awq'), messages: [{ role: 'system', content: 'return ONLY valid JSON matching { name: string; ingredients: string[]; steps: string[] }' }, { role: 'user', content: 'generate a lasagna recipe.' }], temperature: 0 }); const parsed = JSON.parse(text); const result = RecipeSchema.safeParse(parsed);`

Runpod image aspect ratio validation

The Runpod provider uses strict validation for image parameters. Unsupported aspect ratios (like 16:9, 9:16, 3:2, 2:3) will throw an InvalidArgumentError with a message about supported alternatives.

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