Google and some of the other search engines look for patterns in IPs and WHOIS info so if they spot a lot of links coming from the same IP or sites registered to the same person/company then they will be devalued. They're not worthless, but it'll be far better to get incoming links from sites that cannot be associated with you or each other.

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Lawrence