You're right. I just had a dicussion with a co-worker about this.
Of course, he didn't lie. Here's quotes on what he said. Look at Dubya's comments. He never says Iraq has WMD. He uses phrases like "we have sources that tell us" and "our intelligence officials estimate."
I have no doubt he believed what he was saying.
Note that the site's an anti-Bush site.