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Synthesized software environments unlock a 50% boost in CUA performance on unseen benchmarks, proving scalable supervision is key.
Training on just 10% of carefully curated trajectories can lead to performance improvements of over 24% in software issue resolution tasks.
ABSeeker's innovative credit assignment method allows it to achieve performance levels comparable to much larger models, redefining expectations for long-horizon search agents.
