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Research & KnowledgeEvent: September 3, 2026

Crusoe fine-tuned models on data with answers but no reasoning to maintain high valid reasoning rate and task accuracy, resulting in standard evaluation not flagging it.

Published

Signal category

Research & Knowledge

Quote

That's what happened to models' valid reasoning rate when we fine-tuned them on data with answers but no reasoning, and task accuracy stayed high the whole time, so standard evals won't flag it.

Piyush Kadam|Crusoe team

Company

Crusoe

The AI factory company. We are on a mission to accelerate the abundance of energy and intelligence.

Industry
Technology, Information and Internet
Location
Denver, US
Company size
1,716 employees

As the AI factory company, Crusoe is on a mission to accelerate the abundance of energy and intelligence. The company provides a reliable, scalable, cost-effective, and energy-first solution for AI infrastructure. By harnessing large-scale energy resources, building AI-optimized data centers, and delivering an AI cloud platform, Crusoe empowers its customers to build the future faster.

Founded 2018

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