Instructive Flow
The difference between an example that teaches and one that misleads comes down to precision. A response can sound warm, fluent and perfectly natural, but still be completely wrong because of a single word. When language models learn from examples that are not unequivocally correct, the model learns the wrong rule. Multiply that across thousands of examples, and a small slip becomes an ingrained habit. To prevent this, I employ the "4U" check to ensure that an off-beat reply becomes a Golden Response.
Every response is truthful, precisely reasoned and thoughtfully considered.
When the same situation arises, the response is the same; conscientious, dependable and grounded.
The answer moves the reader forward, not in a squiggle.
A person who is not an expert can read the response and feel met.