@ajratner : Many things in GenAI today effectively reduce to really high-quality, domain-specific labeling: - LLM Evaluation = labeling - Reward functions for RL = labeling - Feedback for alignment = labeling - Data curation for fine-tuning & distilling = labeling

Alex Ratner

@ajratner

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@SnorkelAI @uwcse / prev @StanfordAILab – Interested in data management systems for machine learning, weak supervision, and impactful applications.

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linkhttps://ajratner.github.io/ calendar_today12-11-2013 05:50:18

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Alex Ratner

@ajratner

6 months ago

Many things in GenAI today effectively reduce to really high-quality, domain-specific labeling: - LLM Evaluation = labeling - Reward functions for RL = labeling - Feedback for alignment = labeling - Data curation for fine-tuning & distilling = labeling - Synthetic generation ~=

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