Concept
Renderer
The component in an AI system responsible for transforming internal states and diagnostic information into user-facing output. Its boundary design determines whether internal debugging information is exposed to users.
Timeline (last 90 days)
Oct 23
If the rendering order is misaligned, the model may misread tool results as its own output, causing tool-call loops or parsing failures, and the problem often only reproduces in specific multi-turn scenarios.
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