Humanizer

Machined.ai aims to write content that reads naturally to human readers. This happens in two places, and both are built into every article with no configuration needed.

While writing

Machined writes in plain, natural prose and avoids common AI writing habits, such as stock phrases and filler language. Machined's voices are also designed to sound distinct and human from the start.

After writing

Once the article is written, a clean-up step tidies the output. You'll see it as Humanizing content in the progress checklist while an article is being written. Among other things, it:

• replaces em dashes and en dashes with commas
• applies your chosen heading case consistently
• removes links that don't point to a research source, and links that are broken

The goal is content that reads well, not content that is guaranteed to pass AI detectors. As with any AI-written content, review and edit articles before publishing.