Not all streaming workloads involve I/O. When your source is in-memory and your transforms are pure functions, async machinery adds overhead without benefit — you're paying for coordination of "waiting" that adds no benefit.
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Artificial intelligence adds another layer of uncertainty. While its use is growing among students and educators alike, it’s uncertain whether there are proper guardrails for learning.