Unverified50% confidenceFactExact time
Source code is generally regarded as a core asset and may contain trade secrets, undisclosed algorithm logic, and even hard-coded keys and internal addresses; sending code to an external model service involves boundary issues such as cross-border data transfer, data retention and secondary training.
1
Sources
50%
Confidence
Long-term
Relevance
10/26/2026
First Seen
Sources
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Related Claims
UnverifiedClosed-source code is one of the scarcest resources in training data; although publicly available open-source code is abundant, it cannot cover the unique patterns and security boundaries of enterprise software.70% similarUnverifiedThe access boundary of private code repositories involves data security and compliance issues, and enterprises typically require that code not leave the intranet or enter third-party training data.69% similarUnverifiedWhen a local code agent asks a cloud model for help, it may expose private identifiers, file paths, or even source code snippets in the repository.66% similarUnverifiedReal bugs in private codebases have anti-data-contamination properties: they are undisclosed, highly context-dependent, and have non-unique solutions.65% similarUnverifiedOpen source ensures code transparency and auditability, local execution eliminates data transmission risks at the architectural level, and the combination of the two is a practical implementation of the zero-trust philosophy65% similar
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