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THOTH AI BLOG

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Active Learning Grew a Second Lever

June 4, 2026

A 34-author survey led by Yu Xia at UC San Diego — with collaborators across Adobe Research and nine other labs — was accepted to ACL 2025, and it’s worth your time if you build data pipelines. The title carries the whole argument: “From Selection to Generation.” For most of

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ALiBi: The Simple Bias Adjustment That Enables Transformers to Handle Long Contexts Without Losing Track

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The Open-Source Renaissance in Large Language Models: Lessons from Olmo 3

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Optimal Data Labeling Strategies for Fine-Tuning LLMs in Your Industry

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From Selection to Generation: How LLMs Are Revolutionizing Active Learning

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The Fine Art of LLM Fine-Tuning: Advanced Techniques Explained

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Unlocking Continuous Improvement: How Reinforcement Learning Keeps LLMs Sharp in Data Annotation

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