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  1. 05:20 Quantum Computing

    How I use AI as a tutor without letting it lie to me

    The best study partner I have ever had is also the most confident liar I have met. The prompts and checks that keep it honest.

  2. 06:26 Milestones

    Running quantum circuits on real IBM hardware from n8n

    I built an open source n8n node for IBM Quantum and ran a Bell state on a real 156-qubit processor. The full loop, the transpilation gotcha, and why n8n.

  3. 15:38 Milestones

    The density matrix: what the state vector misses

    A pure state fits in a vector. A noisy state, or one qubit of an entangled pair, does not. Density matrices, quantum channels, and what they show that vectors miss.

  4. 09:38 Milestones

    Three quantum ways to diagonalise a giant matrix

    A surprising number of hard problems are one eigenvalue problem on a matrix too big to build. Variational, Krylov, sample based, compared.

  5. 19:03 Milestones

    IBM says I understand quantum machine learning now

    Quantum kernels, variational classifiers, and the honest part: what it would take for quantum to beat classical machine learning, and why it has not yet.