GoogleGuy discusses the personalized search demo on Google Labs.
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It's a pretty fun demonstration. And even though this is just a demo, you can see that we're playing with lots of ideas on how to improve the future of search. My personal favorite is how the results change in real-time as you move the slider from "min" personalization to "max" personalization. :)