Unverified50% confidenceOpinionExact time
The decoding-time advertising scheme is attractive in terms of cost because it introduces no additional inference rounds and completes ad integration within a single generation with controllable token overhead; in contrast, multi-round rewriting multiplies the number of generations per request, directly driving up serving costs.
1
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50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
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