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Classical mechanics, which is based on Newton's laws of motion, provides an excellent description of the motion of macroscopic objects. However, it fails to accurately predict the behavior of particles at the quantum level. The reason for this lies in the fundamental differences between classical and quantum systems.

One key distinction is that classical mechanics assumes that the properties of particles, such as position and momentum, can be precisely known at any given time. In contrast, quantum mechanics introduces the concept of wave-particle duality, where particles can exhibit both wave-like and particle-like behavior. The properties of particles at the quantum level are described by probability distributions rather than definite values, making their behavior inherently uncertain.

Additionally, classical mechanics relies on deterministic equations of motion, which means that given the initial conditions, the future behavior of a system can be uniquely determined. In contrast, quantum mechanics introduces inherent randomness into the behavior of particles. Even with complete knowledge of the initial conditions, the future outcomes of quantum systems can only be predicted probabilistically.

The inability of classical mechanics to fully explain quantum phenomena has been extensively tested and verified through numerous experimental observations. Quantum mechanics has been incredibly successful in explaining the behavior of microscopic particles and has led to the development of various technologies, such as transistors and lasers, that are crucial in modern electronics and telecommunications.

Moreover, there are mathematical frameworks, such as the Heisenberg uncertainty principle, which provide formal proofs that certain pairs of physical quantities, such as position and momentum, cannot be precisely determined simultaneously. This principle, along with other fundamental principles of quantum mechanics, has been experimentally confirmed and forms a cornerstone of our understanding of the quantum world.

In summary, classical mechanics fails to predict the behavior of quantum systems due to the inherent probabilistic nature and wave-particle duality of quantum particles. This discrepancy has been extensively tested and supported by experimental evidence, and mathematical frameworks within quantum mechanics provide formal proofs for the limitations of classical predictions at the quantum level.

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