Orchestrated Multi-Model AI System

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Walkthroughs

The technical machinery, explained from scratch. 17 posts, best read in order.

  1. 01

    Where 2592 comes from

    The single number the whole framework rests on, built up from three level-k categories with nothing fitted.

  2. 02

    Quantum dimensions, by hand

    A worked calculation with the sine formula, and why an earlier table in this programme summed to the wrong number.

  3. 03

    The Z6 quotient and 2t + 3n + 6Y

    A one-line congruence that every Standard Model multiplet satisfies. It is real group theory, and it is weaker than it looks.

  4. 04

    Why the central charge is 7

    Three WZW factors, three central charges, and a sum that later turns out to fix the vacuum energy exponent.

  5. 05

    d_code = 64

    A code distance that falls out of which anyons exist, and a caution about how I then used it.

  6. 06

    The logistic permeability function

    How to write a leakage probability that stays a probability. The fix is one line and it took an auditor to prompt it.

  7. 07

    Instanton actions, from 8 pi squared over g squared to 4 pi squared c

    The standard exponential suppression, and what happens when the coupling is pinned by a topological level.

  8. 08

    Two-mode squeezed states and thermal horizons

    Why an accelerating horizon looks hot to anyone inside it, worked through with a covariance matrix you can check.

  9. 09

    Lloyd, Bekenstein and Landauer agree

    Three completely different arguments about how much a horizon can compute, landing on the same number. That is worth pausing on.

  10. 10

    The cotangent identity on the lens space

    A classical trig sum that fixes an eta invariant, and the place where this programme made an arithmetic slip.

  11. 11

    Preferential attachment on a finite pool

    Where the logistic term in a saturation law actually comes from, starting from individual researchers picking combinations.

  12. 12

    Kolmogorov complexity for people who write code

    The shortest program that outputs your data. Uncomputable in general, measurable in practice, and the reason I reach for a compressor.

  13. 13

    Causal sets in five minutes

    Spacetime as a growing set of events rather than a stage. The only approach here with both a measure and a dynamics.

  14. 14

    Why third-order interference must vanish

    A three-slit experiment that would break quantum mechanics if it did not come out zero, and what that forbids for this programme.

  15. 15

    CHSH in one page

    The inequality, the two numbers, and the one-line consequence for anyone proposing a classical computational universe.

  16. 16

    Two-part MDL codes, concretely

    Model cost plus residual cost, with a polynomial fit you can reproduce, because the whole plateau argument runs on this.

  17. 17

    Superselection: realities that do not talk to each other

    The stronger and more standard way to get many worlds: separate sectors of one theory, rather than extra branches.

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