There are no lossless transformations of natural-language text

Sophie Alpert outlines a practical internal policy for engineers using AI to assist with writing documentation. The core requirement is that authors must completely stand behind every single idea and sentence in their documents. If a reviewer asks for clarification on a specific line, the author cannot dismiss it by blaming the AI.

The text emphasizes that there are no lossless transformations when dealing with natural language. Every rewrite or rephrase fundamentally changes the meaning of the original writing. When an artificial intelligence tool performs these edits without possessing a detailed mental representation of the author's personal intent, valuable information is inevitably lost in the process.

This guidance matters because presenting content that does not genuinely reflect the author's own thoughts ultimately confuses readers and wastes their time. Authors retain full responsibility for ensuring their shared documents are truly representative of their personal ideas.