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How It Works · 5 min read

Why every section names its source

Anything that writes for you can write something you never said. The fix is not a better model, it is a citation.

5 August 2026

Anything that writes for you can write something you never said. That is not a bug in one model or another, it is what generation means. The fix is not a better model, it is a citation.

The draft you can audit

Every section of a Squackbox draft names the piece it was written from. When a claim reads oddly, you do not have to wonder where it came from: the source sits right under it, and it is your own post.

When nothing is good enough

The other half of the promise is the refusal. A section the product cannot ground in something you actually published gets flagged, not filled. An empty section you can see is a far smaller problem than a confident paragraph you never said.

This is what the product does, not just what we think.

Every idea above is something Squackbox actually behaves like. The fastest way to check is to connect one source and read the draft it gives you back.

Why Squackbox

You already
did the writing.

It is sitting in what you published this month. Connect a source and Squackbox will draft the issue, with the receipts attached.