Scale AI Blog

Sam Denton

Senior Machine Learning Research Engineer

Beyond "Out-of-the-Box": Why Enterprises Need Specialized RL Agents

ResearchNov 7, 2025

Smoothing Out LLM Variance for Reliable Enterprise Evals

ResearchSep 14, 2025

Toolchaining: The Problem No One is Talking About

ResearchSep 3, 2025

Training the Next Generation of Enterprise Agents: Scale's Research in Reinforcement Learning

ResearchAug 13, 2025

Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for Fine-Tuning LLMs

EngineeringDec 5, 2024

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