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The Limits of Simulation in AI & Artificial Intelligence

Learn about The Limits of Simulation in this comprehensive AI & Artificial Intelligence tutorial. Classical vs Quantum power.

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1The Memory Wall

Every qubit we add doubles the memory required to simulate the state vector. This exponential growth is why we need real quantum computers for larger problems.

2Approximating Reality

To simulate more qubits, we must use approximations like Tensor Networks or Matrix Product States, which work well if entanglement is limited.

Pascual Vila

Pascual Vila

Frontend Instructor // Code Syllabus

Lesson Glossary

[01]Statevector

A full mathematical description of a quantum state.

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// Statevector context

[02]MPS

Matrix Product State, a tensor network format.

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// MPS context

[03]Noise Model

A description of errors in a quantum system.

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// Noise Model context

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