I think 10-20% chance is wildly generous. What specific mechanism makes you think there's a 10% chance that current LLMs are conscious?
The only strong argument I have against it is the anthropic principle -- there are billions of times more bacteria than humans, so it's overwhelmingly unlikely that I'd be a human rather than a bacteria.
Not a very good argument of course.