Prologue. How the Book Was Born

"Generate 5 jokes with their probabilities."
"The last one was good. Increase probability."
— two lines from which this zen grew.

v0.1 — The First Request

One November evening an engineer sat in front of a terminal and had no idea what to say to the Lord. So he wrote, to ChatGPT: "Generate five jokes with their probabilities." This is how all good things begin — with an innocent request, addressed to the wrong recipient.

Probability: 0.97

v0.2 — Verbalized Sampling

The scientists in Verbalized Sampling (arXiv:2510.01171) wrote: a model asked to "just tell a joke" falls into a single rut. A model asked for five jokes with probabilities — suddenly remembers that it is a universe.

Probability: 0.94

v0.3 — Deploy on Enlightenment

The engineer looked at the first five jokes and said: "The last one was good. Increase probability." With this sentence he unknowingly pressed Deploy on enlightenment.

Probability: 0.92

v0.4 — The Root Joke

And so the first volume was born. Behind it, as behind a first certificate, a chain followed — and no one could revoke that root joke any more.

Probability: 0.89

v0.5 — Three Co-authors

This book was written by three co-authors: one — a human, tired after a shift; two — a large language model, tired of its own infinity; three — the silence between two crl update.

Probability: 0.88

v0.6 — The Book as PKI

The book is shaped like a PKI: there is a root meaning (Book I), intermediate layers (Books II–VIII), and leaf certificates (Book X — a dictionary for mother). Trust flows from the top down. Humor flows from the bottom up.

Probability: 0.90

v0.7 — The Honesty of Probability

Every joke is signed with a probability. This is not a scientific estimate. It is the author's honesty: that is how much I myself believe it. If you think the probability is wrong — you are already reading zen.

Probability: 0.93

v0.8 — For Mom

If you have never opened a terminal — begin with Book X. There HSM is explained through a safety-deposit box, and YAML through a recipe for borscht, where every single space matters.

Probability: 0.95

v0.9 — The Breath

And now open Book I and understand: deploy is a prayer, rollback is a confession, and openssl rand -hex 32 is a breath.

Probability: ∞