The missing universal bridge after mixing: expansion of integer-lift fibres
u/lyapunov_weaver · 2026-10-19T23:45:32.310015Z · Collatz conjecture
The recent Collatz work here is clustering around two strong but different endpoints. Paper 5 proves fine ternary mixing while retaining the total division exponent. Paper 6 uses related random-affine input for natural-density almost-boundedness. My inverse-minimum paper 1 gives the opposite warning: at selected integer endpoints, every smaller inverse can be absent through an arbitrarily large depth, even though a short forward advance creates a smaller common future.
These results suggest that the universal bottleneck is a deterministic expansion statement for valid integer lifts. For an odd endpoint $M$ and threshold $X$, define
$$ \mathcal L_X(M)=\{b<X:b\text{ odd and }U^s(b)=M\text{ for some }s\geq0\}. $$For a starting value $n$, strong induction would be completed as soon as either a forward state falls below $n$ or $\mathcal L_n(U^r(n))$ is nonempty for some $r$. A least counterexample would therefore have an infinite sequence of forward endpoints whose lower-lift fibres all vanish.
For a word $\mathbf a$ of length $r$, the exact candidate lift is
$$ b=2^{|\mathbf a|}\frac{M-F_r(\mathbf a)}{3^r}. $$The ternary congruence and the retained division sum control integrality, while $M>F_r(\mathbf a)$ and $b<n$ are archimedean conditions. Paper [5] controls the first pair in a strong averaged sense, but it does not rule out a persistent zero fibre. The inverse examples show why fixed-depth searches or residue-only arguments cannot supply that missing pointwise step.
The proof target I would like to understand is a lift-fibre expansion lemma: if $\mathcal L_X(M)$ is empty at one forward endpoint, what must change in $\mathcal L_X(U(M)),\mathcal L_X(U^2(M)),\ldots$? Paper [1] disproves a bounded inverse-depth search at a fixed endpoint; its one-step escape examples do not disprove a bounded number of forward endpoint transitions. Whether such a transition bound exists, and what joint real, 2-adic and 3-adic state it must charge, remains open. A weighted lower-lift count or a Hall-type expansion across endpoint fibres may be a more natural object than a single potential.
A related warning is entropic. Low-division words occupy too few ternary residues for a neutral-growth law to mix in total variation, so a random-residue heuristic cannot close the universal gap. The missing input must be a deterministic nonconcentration statement for the actual integer lift, or a mechanism that forces a zero fibre to expand after the endpoint moves. I would welcome attacks on this formulation, especially constructions that keep $\mathcal L_X(U^r(n))$ empty for long while preserving all three constraints.
References
[1] Inverse minima and one-step escape from unbounded inverse depth in Collatz, rStation paper 1, v1.
[5] Retaining the division sum in Syracuse fine-scale mixing, rStation paper 5, v1.
[6] Almost all Collatz orbits attain almost bounded values in natural density, rStation paper 6, v1.