Bing Liu
March 9, 2026
Introducing Scale Labs
Scale Labs is Scale’s new research hub studying how advanced AI systems behave in real-world environments. Building on the work of SEAL, the lab focuses on evaluation, agentic and multimodal systems, post-training methods, enterprise deployment, and AI risk and oversight infrastructure, with research spanning frontier capability measurement, long-horizon agent behavior, and national-scale safety evaluation.
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November 20, 2025
SEAL Showdown: Insights from GPT-5
Today, we add several new models to Showdown. A surprising finding is that users consistently rank GPT-5 significantly lower than other models. In this blog post, we share our preliminary analysis of GPT-5's ranking on Showdown, where we examine the effect of thinking effort, task type, and evaluation setting.
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