This may not be the forum for discussion of what you can learn from AT DNA and what you can't. But I can state a simple rule, and this seems like what you are referring to:
- If you want to prove that two people are related, and they are more than five generations apart, AT DNA is hit or miss.
This is very different from the kind of analysis I do for GENI relationships. In that case, I *start* with a known overlap in a specific place in the genome. So it isn't a question of proving that people are related. It's a question of showing HOW they are related given that we already know they are. This is absolutely NOT limited to 5 generations - it goes back theoretically indefinitely - although eventually the length of a match in the DNA just gets too short and DNA testing companies won't recognize it. The limit is about 9 generations, in my experience - I've never analyzed a chunk of DNA that came from further back than that, and that far is rare.
The analysis involves finding the list of people who share that specific overlap with me and building their trees, and then finding the commonality. It takes at least one congruence to construct a hypothesis, and at least two matching congruences to confirm the hypothesis. That still doesn't constitute 95%+ proof, but if you get three or more - that's about as good as you can ever do.
The hypothesis comes in the following form: "This chunk of DNA comes from THIS specific pair of ancestors". Obviously when you include those ancestors you also include THEIR ancestors, and so on.
Sources of error here are simple:
(1) Tree errors. If the trees are wrong, so are the conclusions.
(2) Different sets of shared ancestors. Picking among several possibilities requires more matches to analyze to settle it. This problem gets worse and worse the deeper you're trying to go, obviously.
Y-DNA and MT-DNA are much simpler to analyze but they are only useful in limited situations.
I'd be happy to help develop standards GENI can use to decide if AT matches are indicative of anything, or not. But of course my degrees are in engineering and computer science and if you need credentials in the field that's harder to arrange except through consulting.