alt Hacker News> You can just ask Claude why it did something
But will Claude give you an authentic rationale and a traceable, verifiable "line of reasoning" for those things? Or will it just construct the next plausible Markov chain built on whatever Reddit thread it ingested at random?
You can ask Claude or any LLM for citations, and it will RAG them out ex post facto. Those actually aren't citations, they're just web searches for related articles, and they don't necessarily support the assertions that you're asking to cite.
I am sure that Claude and the others can produce intermediate logs of their inference and "reasoning" process while they are processing stuff, but can they really go back within the context window and construct an authentic apologia for a specific thing when you ask for it?
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Now replace "Claude" by "human" and see how your comment goes.
Specifically, humans are known to decide subconsciously, then invent some "reasoning" out of thin air to justify it.
This matches my experience with decision-making in software projects.
You certainly can ask it to produce a verifiable report that tells you how to verify its claims. Yes, you do need to verify the results and confirm you agree with it. I do this sort of thing a lot to discover misunderstandings Claude has about things and iterating on them. There's a difference between reading everything yourself vs having a discussion where one of you (Claude) will happily dig through everything and create detailed memos for review. If you want line numbers as evidence, just ask then verify, etc.