Constitution and scope

What this framework reads (γ + coordinates, present-tense only), its admissibility rule, and its relation to evolution and the origin of life.

This framework interprets traits using only what is readable in a genome now — γ (=−mean NN stacking ΔG) and the D1–D4 coordinates. It analyzes present-tense data only and does not analyze the origin or history of life: it does not compete with evolution, it is silent on it.

Scope, in one breath

This paper interprets traits using only what is physically present in a genome sequence right now — γ (=−mean NN stacking ΔG, the stacking stiffness), the presence/position of switches, and the D1–D4 coordinates. We start from sequences that already exist, read them, and interpret traits on the basis of what is read, and nothing else.

A note on “evolution” and the origin of life

This paper is not a theory of evolution, nor a rival to one. It works in a different domain — the readable present.

• The absence of the word “evolution” here is a methodological choice, not a metaphysical claim. From a single sequence, how it came to be is not readable, so under the admissibility rule below we make no claim about it. Absence of a claim is not denial.
• We did not analyze the origin of life. How the first sequences arose from non-life is outside scope; on where they came from, we are silent.
• We did not analyze the history of life either. So “a vertebrate reads 3 OTX copies, an invertebrate 1” is a count read now — not a claim that one became the other.
• The framework is therefore compatible with any position on origins and history. What it actually claims is narrow and testable: what partitions life (the inventory) and what does not (γ), and how environment re-sets switches within a fixed inventory.

In one line: we analyzed only data, and did not analyze the origin of life. This framework does not compete with evolution; it is silent on it.

Admissibility — evidence vs pointer

Evidence (admissible) is measured γ and geometry, read mechanically from the sequence. Similarity, conservation, and counts are pointers, used as support only when tied to a readable structure and threshold (a copy count is reported tied to each copy's measured γ). Absolute size, sign (brake/accelerator), dosage, and timing are runtime — flagged, never asserted.

Discipline

The past that is not readable from a sequence is not written as narrative; every cross-taxon comparison is a present-tense measurement. Every claim carries a grade — admissible / principle-demonstration / open — negative results are kept as a failure log, retired claims are irreversible, and the engine is deterministic (seed=7). The central thesis follows: the readable material (γ) barely changes across taxa, so the difference lives in the inventory (SET), the state (STATE), and the dwell (DWELL), over which the environment sets and remembers.