A more capable analysis engine
EEATClean now runs on a new generation of reasoning model. It weighs each article more carefully, and its recommendations name the facts rather than pointing at a section.
A decision is only as good as the reasoning behind it. This release moves EEATClean’s analysis onto a new generation of reasoning model — one that works through an article before ruling on it, rather than reacting to its age.
The difference, on one article
A 2020 piece about a handheld console that had been announced but had not yet shipped. Same article, same scan, two engines:
Previous engine
“Update the pricing information to reflect current retail prices.”
New engine
“The console shipped in December 2021. The original $199.99 price was later raised to $219.99. Add the limited editions released between 2023 and 2025.”
One sends you off to research. The other tells you what to write.
What you will notice
- Recommendations that are shorter and say more. Each point names the version, the date, the price or the product involved — the details you would otherwise have to look up yourself.
- Fewer false alarms. An article that is old but still correct is left alone. The engine separates out of date from written a while ago.
- Nothing invented. Where there is genuinely nothing new to add, the recommendation says so, instead of proposing an addition that may not exist.

Why it matters
Your archive competes for the few hours a week you can give it. A recommendation you can act on immediately is worth more than a longer one that sends you back to research. That is what this upgrade buys you.
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