PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER How Code Diverges From Prose

"The statistical predictability of code extends beyond programming-language syntax to patterns specific to individual software projects."

Hindle and colleagues demonstrated that language models trained and evaluated within the same Java project achieved lower cross-entropy than models transferred between projects. This establishes that predictability also reflects recurring project-specific conventions, vocabulary, and implementation patterns rather than simply Java's formal grammar.

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