Hume's observation that we cannot demonstrate the reliability of our sensory inputs, but must, nevertheless, build our knowledge of the world from them stands at the focus of the modern analytic tradition in epistemology. How this observation is made and interpreted, how it 'works' within a community of language users, has had some attention. It deserves much more: We can only share Hume's skepticism if we have a shared understanding of what it is that he is skeptical about.
Almost the whole of philosophy (and empirical science) has oriented itself towards validating third-person narratives - validating that something 'is the case' as though this could be demonstrated independently of whether the statement of that something (or its contrary) is intelligible within our conversation (literally, the conversation between you and me). That this is an error is what we should have learned from Moore's paradox. It is the deep truth that Barry Stroud passed by when he dismissed the epistemological relevance of 'privileged statements'.
There is no such thing as pure third-person validation. A third-person conversation can only count as a conversation if you and I can agree on this. Our agreement about Hume - our confidence in our shared capacity to consider him - is epistemologically prior to anything he might have said.
It is, of course, difficult to imagine how our present conversation might remain intelligible to us if we disagreed very profoundly about certain historical facts, but that does not make the facts the grounds for the intelligibility - it makes our experiments with intelligibility the grounds for what we count (at the limit what we must count) as facts.
However counter-intuitive this might seem, it is - to paraphrase Sherlock Holmes - the only hypothesis which must survive a considered skeptical assault. While we might share doubts about Hume, we cannot intelligibly share doubts about our doubts about Hume without wondering whether we are, in fact, having an intelligible conversation about doubt. Or perhaps about anything.
Metaphysics studies what must be true for our conversations to be intelligible, without considering that intelligibility must be a test of metaphysics, and not vice versa. And intelligibility is not a 'third-person' attribute. We can always articulate a radical skepticism about the intelligibility of a conversation between third parties, but we cannot intelligibly articulate a similar skepticism about the conversation you and I are presently having.