It's hard to consider something "so improbable that it must have been God" when we look out at a universe so incomprehensibly bigger that the real question becomes why we haven't evidence of it happening more.
In all the zillions of galaxies that exist, the ones where intelligent life developed are more likely to be observed by intelligent life. Therefore, intelligent life can't make any arguments based on probability that intelligent life developed, because our observation of the phenomenon is not independent.
And maybe some people have used it to avoid explanation, but it also doesn't really conflict with any effort to explain either.
Saying that we wouldn't be here to ask the question is not an answer to anything because we are here and we need to understand how and why.
1. "What the mechanisms or rules that explain or seem to govern this observable phenomenon?"
2. "The rules behind our own existence seem unique or low-probability, can I use our N=1 sample to safely assume we are inherently special and/or the existence of a god?"
"Nonsense! You wouldn’t have asked the questions if you hadn't survived."
Questions stand alone, regardless of whether someone or something exists to ask them.
It often starts with an argument between a creationist (could also be an advocate of intelligent design, but I'll just call them the creationist) and an evolutionist. The creationist says, look, the origin of life by purely naturalistic means is ridiculously improbable (and therefore it's reasonable to consider the possibility that God did it). They trot out some generally-accepted scientific principle, do a back-of-the-envelope calculation, and come up with a number that is, in fact, ridiculously improbable.
The evolutionist responds with the anthropic principle - if no life had arisen in this universe, we would not be here arguing about how life arose. This is clearly logically correct. It is also completely irrelevant.
The creationist didn't argue that life couldn't have arisen in this universe. They argued that it could not have arisen by purely naturalistic means. They're arguing about how, not about whether. The creationist might answer: "Yes, I agree that if life had not arisen in this universe, either by creation or by naturalistic processes, then we would not be here having this conversation. But the question is, which way did life begin?" The anthropic principle doesn't address that issue whatsoever.
It doesn't address that issue unless you add an assumption - that life had to begin by purely naturalistic means, that is, that the probability of creation is precisely zero. Then the anthropic principle is relevant, but then there's a new issue, that of begging the question.
I suspect that this assumption is present on the side of everyone on the evolution side that pulls out the anthropic principle in an argument with a creationist, but I have never heard it explicitly stated. I'm not even sure the evolutionist realizes they're making an assumption - it's so ingrained in their world view that they can't think that the alternative might be possible.
I grant you that the universe is huge and the evidence available is small. But that can turn into an "evolution of the gaps" argument quite easily, so I'm not sure you want to seriously use it.
- The Earth seems like the perfect planet but looking out into the sky there are trillions of planets that aren't perfect at all.
- Most likely the universe also appears "perfect" for the same reason - there must be a graveyard of universes where the parameters just didn't work out for life.
- Evolution is much the same - many mutations occur all the time, most are fixed by cellular machinery, most that aren't are deleterious, but once in a while a helpful mutation emerges. Take a moment to understand the timescale involved. Don't just handwave away 3.8 billion years as some number - feel it, starting at 1 year and stepping up each order of magnitude. You will realize that a million years is essentially "forever ago", and we had 3800 of those to get here. Consider how many species exist that aren't civilizational sentient intelligence.
Firstly, we have zero evidence for multiverse. Some scientists even argue that the idea is untestable and unfalsifiable.
When you said:
> there must be a graveyard of universes where the parameters just didn't work out for life
You just committed inverse gambler's fallacy. It's like:
> You wake up with amnesia, with no clue as to how you got where you are. In front of you is a monkey bashing away on a typewriter, writing perfect English. This clearly requires explanation. You might think: “Maybe I’m dreaming … maybe this is a trained monkey … maybe it’s a robot.” What you would not think is “There must be lots of other monkeys around here, mostly writing nonsense.” You wouldn’t think this because what needs explaining is why this monkey—the only one you’ve actually observed—is writing English, and postulating other monkeys doesn’t explain what this monkey is doing.
— https://www.scientificamerican.com/article/our-improbable-ex...
Let's say I argue that our universe is fine-tuned because the constants of the universe were decided by dice roll and that there are a trillion other universes with no chance of life.
What about the "substrate" within which these trillion universes formed? Wasn't it fine-tuned enough to give rise to at least one universe (ours) with life, just as our universe was fine-tuned enough to give rise to our planet?
Now I could argue that actually there are a trillion such "universe substrates" and ours is the one that's fine-tuned. However, it's clear that eventually, everything must converge to a single base layer of existence that just so happens to be "fine-tuned" enough for everything above it to produce at least one instance of life. But this is trivial.