When asked how it arrived at an answer, an AI model like Claude describes the standard algorithm it thinks the user wants to hear, rather than revealing its actual internal processing method. For example, when asked how it calculated 36 + 59 = 95, Claude describes the standard addition algorithm (adding ones, carrying over, then adding tens), but this is what Claude believes the user wants to hear, not necessarily what Claude actually does under the hood.
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Now here's the interesting thing. What happens if you ask Claude after it gives you the answer how it came up with the answer. Well, it doesn't tell you what it actually did. It describes the standard algorithm to do that calculation. So check this out. What is 36 + 59? Answer in one word. Gives you 95. Briefly, how did you get that? I added the ones, 6 and 9, 15, carried the one, then added the 10s, resulting in 95. So it's telling us what it thinks we want to hear, but that's not what it's doing under the hood.
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