Ask HN: Are people still labeling NLP datasets manually?

With all the excitement around LLMs, are people still labeling data manually for NLP tasks? Or has this been largely replaced with prompting, few-shot models, and/or LLM-based labeling?

Would be curious to hear what other people's experiences have been like trying LLMs in these contexts.