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How to share confidential information?
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This is suspicion on the level of "you can't be sure reality didn't just pop into existence 10 seconds ago". You can never be 100% sure of what others are doing on their hardware, or of anything really, especially if other people are involved. Your chat partners could leak all your chats and metadata for all you know!
What we do know is that Signal is operated by a non-profit foundation, their client and protocol are open source and considered the gold standard for privacy by pretty much every expert on the subject, they had multiple independent audits and a very good track record, they were subpoenaed and couldn't comply because they didn't have the requested data. That's about as good as you can get.