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To form accurate beliefs about something, you *really* do have to observe it. And this is a physical law.

Surface similarity between different phenomena may indicate that they are related, but it is not necessarily the case. Reasoning by similarity is only valid where it allows to surface actual interaction.

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References

Overcoming Bias Articles