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Pretraining isn't just about scaling data volume; daVinci-LLM's ablations reveal that data processing depth, domain-specific strategies, and compositional balance are equally critical for unlocking LLM capabilities.
Coding agents can generate codebases, but they still fail at complex system design, time complexity optimization, and resource management in end-to-end project development.
