keeper l. sharkey quantum chemistry and computing for the curious

But electrons do not think in bits. They think in superpositions —0 and 1 at the same time, with a certain probability for each.

To simulate one entangled electron on a classical machine, you need to track an enormous list of probabilities. For 300 entangled electrons? You would need more bits than there are atoms in the observable universe.

By Keeper L. Sharkey (spirit of the curious)

A quantum electron is more like a cloud of possibility. Before you look, it isn’t here or there —it is everywhere it could be , all at once. We describe this with a (let’s call it Ψ, or “psi”). Ψ² tells you the odds of finding the electron in any spot. The Rule of "This or That, But Not Too Much" Two electrons can occupy the same orbital, but only if they have opposite “spins” (imagine one spinning clockwise, the other counterclockwise). This is the Pauli exclusion principle . It is the reason matter is solid. It’s why you don’t fall through your chair. The Curse of Connection When two atoms bond, their electrons don’t just sit near one atom. They become entangled —their fates linked. The quantum state of one electron cannot be described without referencing the other, even if they are light-years apart. This is the nightmare of quantum chemistry. For a molecule with N electrons, the full wavefunction lives in a space of unimaginable size. If you tried to store it on a classical computer, a molecule of just 50 electrons would require more memory than exists in all the computers on Earth. We call this exponential complexity . And it is the wall classical computing hits when trying to simulate nature. Part 2: The Classical Computer’s Sigh A classical computer thinks in bits : 0 or 1, yes or no, on or off. It is a master of linear logic.

Keeper L. Sharkey Quantum Chemistry And Computing For The Curious May 2026

But electrons do not think in bits. They think in superpositions —0 and 1 at the same time, with a certain probability for each.

To simulate one entangled electron on a classical machine, you need to track an enormous list of probabilities. For 300 entangled electrons? You would need more bits than there are atoms in the observable universe.

By Keeper L. Sharkey (spirit of the curious)

A quantum electron is more like a cloud of possibility. Before you look, it isn’t here or there —it is everywhere it could be , all at once. We describe this with a (let’s call it Ψ, or “psi”). Ψ² tells you the odds of finding the electron in any spot. The Rule of "This or That, But Not Too Much" Two electrons can occupy the same orbital, but only if they have opposite “spins” (imagine one spinning clockwise, the other counterclockwise). This is the Pauli exclusion principle . It is the reason matter is solid. It’s why you don’t fall through your chair. The Curse of Connection When two atoms bond, their electrons don’t just sit near one atom. They become entangled —their fates linked. The quantum state of one electron cannot be described without referencing the other, even if they are light-years apart. This is the nightmare of quantum chemistry. For a molecule with N electrons, the full wavefunction lives in a space of unimaginable size. If you tried to store it on a classical computer, a molecule of just 50 electrons would require more memory than exists in all the computers on Earth. We call this exponential complexity . And it is the wall classical computing hits when trying to simulate nature. Part 2: The Classical Computer’s Sigh A classical computer thinks in bits : 0 or 1, yes or no, on or off. It is a master of linear logic.