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Navalia: Advancing Cowork Agents through Verifiable Task Synthesis and Long-Horizon Post-Training
Not provided
task synthesislong-horizon trainingevidence integrationCowork Agents
2610.26887
Builder Relevance
2h ago80%
Abstract
Navalia introduces a framework for Cowork Agents that enhances their capabilities in autonomous planning and complex task execution through verifiable task synthesis and long-horizon post-training.
Reality Card
Core Claim
Navalia improves evidence integration, tool use, and long-horizon task execution capabilities in Cowork Agents, achieving consistent gains over the base model across five benchmarks.
Method / Result
Achieved consistent gains over the base model across all five benchmarks.
Limitations
The paper does not specify the authors, which may limit reproducibility and transparency.
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