Why did Bode’s law fail to predict Neptune’s distance from the Sun?

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Bode’s law failed to accurately predict the distance of Neptune because it is not a physical law, but rather an empirical, numerological curiosity with no scientific basis or underlying physical justification.12

While the formula successfully approximated the distances of the first seven planets and the asteroids in the solar system, it was never a reliable predictor. When Neptune was discovered in 1846, it was found to be approximately 30.1 AU from the Sun, a significant discrepancy from the 38.8 AU predicted by the equation for that position. This failure, along with the subsequent discovery of Pluto at a distance that also deviated sharply from the law's predictions, ultimately discredited the rule.132