[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Marcel Butucea [@marcel_butucea](/creator/twitter/marcel_butucea) on x 1527 followers Created: 2025-07-24 02:05:44 UTC New research shows that batching AI conversations for classification can save costs—but it also flips up to 15-20% of labels 😮. The fix? A clever two-step process: classify in batches, then re-verify misclassified ones. Read how Microsoft Research tackles human-AI interactions at scale: XX engagements  **Related Topics** [Engagements](/topic/interactions) [coins ai](/topic/coins-ai) [microsoft](/topic/microsoft) [stocks technology](/topic/stocks-technology) [Post Link](https://x.com/marcel_butucea/status/1948202912770851047)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Marcel Butucea @marcel_butucea on x 1527 followers
Created: 2025-07-24 02:05:44 UTC
New research shows that batching AI conversations for classification can save costs—but it also flips up to 15-20% of labels 😮. The fix? A clever two-step process: classify in batches, then re-verify misclassified ones. Read how Microsoft Research tackles human-AI interactions at scale:
XX engagements
Related Topics Engagements coins ai microsoft stocks technology
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