How to Hack RSS to Reduce Information Overload
gigaom.com
gigaom.com
I hit mark as read on the firehose and lead site ones all the time.
Following something like techcrunch.com in an RSS reader – let alone with unread counts – just seems like madness to me. I realize some people do it, though.
(Incidentally, this is precisely the problem my startup is trying to solve. You plug in your RSS feeds and it will assemble a personal "hacker news" of things you should be reading. iPad-only for now, though: http://zite.com)
Secondly, I make use of this highly customized neural network-esque technology I use which gets a finely-grained history of everything I do and uses it to build a model of importance by which it can filter out irrelevant content. It's a bit processing intensive--it can only filter through 30-50 items per minute--but it's not a big deal since my RSS feeds only produce less than 500 items a day, so that's only 10 to 20 minutes of processing per day. It produces (on average) only a couple of false positives (items I don't actually care about) per day, and (although of course it's hard to empirically confirm) it seems to produce similarly few false negatives. This is a huge gain over every other system I've tried (especially populist voting-based systems).
P.S. The XML in CL feeds makes the Perl XML parsers I've tried barf, so I had to write my own. Again I'm speculating but I suspect that (replacing the XML parser) would have been challenging to do in a "RSS Reader".
Edit: less pejorative comment on CL's intrinsic search capabilities.
Instead, I subscribe to their Twitter feed and any story important enough that I missed seems to find its way to me in other ways (e.g., here on HN).