a single source, nothing corroborates it

Train the model on paragraphs you wrote

A generic draft costs more to repair than to replace, so build the voice into the tool before you rely on it. Write samples yourself, have the model produce its bland version of each, pair them as training data, and pin everything else down in the system message: subject, tone, spelling, length and a ban on claims it cannot support.

The method

1. 01

   Fine-tune a model on your own voice: write sample paragraphs yourself, have the model rewrite them in its generic style, pair the two in a spreadsheet, then export that as training data for the API.

2. 02

   Put hard constraints in the system message rather than hoping for them: the subject you cover, an instruction to turn a headline and bullets into full paragraphs in your voice, a character range, the tone, the spelling convention, and a ban on claims it cannot support.

3. 03

   Write long training examples if you want long output, because the model matches the length of what you gave it.

Sources

• Episode 143: SEO & AI Content Creation for Freelancers, with Tim Davidson - Double Your FreelancingTim Davidson · doubleyourfreelancing.com · AI-Generated Summary: · 2024-07-01