Research
Inside χ-Bench’s healthcare workflows
A benchmark for complete healthcare workflows across providers and health plans.
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Research, engineering, and ideas from Actava.ai.
Research
How Cura 1T learns through evaluation
How evaluation failures guide training data for a healthcare foundation model.
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Training specialized models with Model Factory
How verified workflow experience supports training and checkpoint selection.
Read the storyPerspectives
2 articles
Perspectives2 min read
Choosing healthcare workflows for agent automation
A practical framework based on frequency, reversibility, verifiability, and exception rate.
Perspectives1 min read
Designing feedback for recursive model learning
What a verifier can establish, what it can miss, and when a learning loop should require human review.
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