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.
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29 articles
Research1 min read
AgentOhana gives heterogeneous agent data a common training format
Trajectory normalization and source-balanced loading support model training across several interactive environments.
Research2 min read
Retroformer trains an agent’s retrospective feedback
A learned reflection model uses environment rewards to turn previous attempts into guidance for the next run.
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