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Scaling Data Apex Agents

Source
mercor.com
Author
Mercor research blog
Date
Why it matters

Post-training on roughly 2,000 expert tasks cut steps from 72 to 43 and raised code-execution use from 19% to 98% of runs. It shows how data scale changes behavior and cost.

Terms in this piece · Glossary
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Read the source www.mercor.com
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