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Scale AI

🌎 scale.com

Scale AI is a software development company based in San Francisco, California, focused on accelerating the development of AI applications by providing high-quality training data. Their platform, the Scale Data Engine, is designed to collect, curate, and annotate data for various AI applications, including self-driving cars, robotics, and generative models. Trusted by major technology companies and government agencies, Scale AI aims to enhance the performance of AI models through superior data quality.

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Updates as of Sep 13, 2024

• Michael Kratsios, former WH CTO, is now with Scale AI.
• Scale AI collaborated with Cursor AI and Caltech to introduce PLANSEARCH, a new search algorithm to improve code generation by large language models.
• Scale AI's PlanSearch restores diversity in LLM output using combinatorial samples of observations for coding problems, yielding strong gains.
• Scale AI released a new state-of-the-art test-time compute method called PlanSearch that outperforms existing approaches on LiveCodeBench.
• Scale AI recently had dinner with DSIT to discuss matters from AI to payments regulation.

• Scale AI researchers, including Evan Wang, introduced PlanSearch to improve code generation in LLMs like Claude 3.5 Sonnet.
• Scale AI co-authored a paper on PlanSearch, a development that can upgrade and reshape AI coding.
• Scale AI researchers published a paper on a new search algorithm that improves code generation by planning in natural language.
• Scale AI's new research shows human red-teamers outperform automated methods, and they released the MHJ dataset for further multiturn red teaming research.

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