Unverified50% confidenceSolutionExact time
The author embeds an inverted benchmark into the actual system: code deterministically builds and prints a set of boxes, lets the local small model qwen3:4b say one sentence about them, and then the code verifies every reference, citation, and number, discarding any that fail verification and replacing them with plain text written by the code itself.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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