Archimedean Shadows: The QEC-Darwinism Tradeoff in Ultrametric Spaces
> Auditing Target: Maity et al., *Exact Tradeoff Between Quantum Error Correction
> and Quantum Darwinism: An Information-Theoretic No-Go Theorem*, arXiv:2608.03944v1 (2026).
Abstract
Maity et al. (arXiv:2608.03944, 2026) proved that quantum error correction and
Quantum Darwinism cannot coexist above a critical logical fidelity $F_L > 0.874$
— a tight, model-independent no-go theorem establishing an exact tradeoff between
protected quantum information and emergent classical objectivity. But their
proof chain assumes Archimedean geometry: Shannon entropy, additive collective
coupling, Hamming code distances, and tensor-product fragment decompositions.
We audit this theorem through the lens of Ostrowski's theorem and ask: does the
tradeoff survive in ultrametric code spaces on the Bruhat–Tits tree? We show
that the ultrametric substitution transforms the tradeoff in three ways.
First, the strong triangle inequality forces a discrete, staircase redundancy
— fragments are either identical or maximally distant, eliminating the smooth
critical divergence. Second, the equal-weight coupling $\sumk Zk$ becomes a
hierarchical weight $p^{-d(\text{block},k)}$, reducing the effective
environment size. Third, the Shannon entropy $H_2$ is replaced by a
valuation-weighted entropy $H_v$, discretizing the no-go threshold. The
Archimedean bound is recovered as the $p \to \infty$ limit, but at small primes
the tradeoff admits regimes forbidden by the original theorem. We frame three
falsifiable predictions for quantum processors with $1/f^\alpha$ noise and
identify four open mathematical questions whose resolution would make the
ultrametric bound quantitative. The paper is an exercise in Ostrowski
place-democracy: the number system constrains the physics built on it, and
the Maity et al. theorem is one completion's shadow. [speculative]
1. Introduction: A Tradeoff Born in One Completion
Quantum error correction (QEC) and Quantum Darwinism describe opposing consequences
of the same physical process — system-environment interaction. QEC seeks to preserve
logical quantum information against decoherence; Quantum Darwinism explains how
decoherence itself produces the objective, classical world by proliferating
redundant records into the environment.
Maity et al. (arXiv:2608.03944) have established the first quantitative connection
between these paradigms: an exact information-theoretic tradeoff
where $R(f)$ is Darwinistic redundancy (the number of environment fragments that
carry the full system information) and $F_L$ is the post-recovery logical fidelity
(how well the logical qubit survives after syndrome extraction and correction).
A model-independent no-go theorem further shows that $F_L$ exceeding a critical
threshold $F_L^{\text{crit}}$ precludes redundant classical records entirely.
The authors derive this tradeoff using a block-environment model based on the
logical GHZ block of the Shor [[9,1,3]] code. All quantities — fidelity, Holevo
information, redundancy — are defined over standard Archimedean metrics: the
Hamming distance between codewords, the trace distance between density matrices,
the Shannon-like counting of distinct environment fragments.
**This paper asks: what happens to the tradeoff when the code space is structured
ultrametrically rather than Archimedeanly?**
The question is not idle. Per Ostrowski's theorem, any quantity defined over the
rationals $\mathbb{Q}$ has completions at every place — the real Archimedean place
$\mathbb{R}$ and all $p$-adic non-Archimedean places $\mathbb{Q}_p$. The
Bruhat-Tits tree is the natural geometry for $p$-adic information: a homogeneous
tree where distances satisfy the strong triangle inequality
rather than the Archimedean $d(x,z) \leq d(x,y) + d(y,z)$. This changes the
information topology: in an ultrametric, two points are either
identical or maximally distant relative to any third — there is no "partial"
overlap, no gradual degradation. The concept of "redundancy" — how many
distinct environment fragments carry the same system information — acquires a
different meaning when fragments cannot be partially similar.
Prior published work on adelic quantum error correction has already made the
case that fault-tolerant QEC requires ultrametric structure [10-13]: the
metric mismatch hypothesis [12] proposes p-adic stabilizer codes with a
p-adic weight metric, and the Ostrowski-to-fault-tolerance theorem [11]
proves that any complete QEC scheme must be encoded in a representation
well-defined at the Archimedean place and at least one p-adic place. Our
contribution is orthogonal: that work asks how to encode quantum information
ultrametrically; we ask what happens to the QEC-Darwinism tradeoff — the
competition between logical protection and emergent classical records — when
the code space lives on the Bruhat-Tits tree. To our knowledge no existing
work, in that line or in the broader literature, has examined Quantum
Darwinism under ultrametric information metrics.
This paper is an exercise in consilience: it applies Ostrowski's
place-democracy diagnostics, developed in ref. [2], to a precise, falsifiable
no-go theorem in quantum
information theory. The result — whether the tradeoff changes or proves
Ostrowski-invariant — is a concrete empirical question about the relationship
between the number system and the physics built on it.
1.1 Structure
- §2 summarizes the Maity et al. theorem: model, derivation, and the no-go bound
- §3 introduces ultrametric code spaces: Bruhat-Tits geometry, p-adic sphere
packings, and the Ostrowski diagnostics
- §4 reformulates redundancy in ultrametric terms and derives how the tradeoff
relation transforms
- §5 discusses implications: could ultrametric QEC circumvent the Darwinism
bottleneck? What would an experiment look like?
- §6 states falsifiable predictions and concludes
2. The No-Go Theorem (Summary of Maity et al.)
The Maity et al. framework is the first quantitative connection between QEC and
Quantum Darwinism. We summarize it here as the auditing target — the
Archimedean theorem whose ultrametric transformation is the subject of this paper.
2.1 The Block-Environment Model
A logical qubit is encoded in one GHZ block of the Shor [[9,1,3]] code. The
logical basis is formed by the orthogonal codewords
while each of $N$ environment qubits is initialized in $|+\rangle = (|0\rangle + |1\rangle)/\sqrt{2}$.
The block interacts with the environment through the Hamiltonian
where $\hat{S}Z = \sum{k=1}^N Zk$ and $\hat{S}X = \sum{k=1}^N Xk$ are collective
spin operators. The exactly solvable limit is $g_X = 0$ (commuting sector); the
full Hamiltonian with $g_X \neq 0$ is treated numerically to confirm robustness.
2.2 Key Quantities (All Archimedean)
| Quantity | Symbol | Expression |
|---|---|---|
| Logical fidelity | $F_L(N)$ | Post-recovery overlap with initial logical state; function of $g_Z, t, N$, and imperfect recovery efficiency $\eta$ |
| Bare logical fidelity | $F_{\text{bare}}$ | $F{\text{bare}} = (FL(N) - \eta)/(1-\eta)$ — fidelity before syndrome extraction |
| Holevo information | $\chi(F)$ | Accessible classical information about the system in environment fragment $F$ |
| Darwinistic redundancy | $R_\delta$ | $\#\{F \subset E : \chi(F) \geq (1-\delta) \ln 2\}$ — number of distinct non-overlapping fragments carrying near-complete classical information |
| Darwinism threshold | $\delta$ | Typical value $\delta = 0.10$ |
| Recovery efficiency | $\eta$ | Imperfect syndrome extraction efficiency; typical value $\eta = 0.60$ |
2.3 Lemma 1 — Block Entropy Bound (Archimedean)
For any qubit block state $\rhoB$ with bare logical fidelity $F{\text{bare}} =
\langle \bar{z}+ | \rhoB | \bar{z}_+ \rangle$, the von Neumann entropy satisfies
where $H2(x) = -x \log2 x - (1-x) \log_2 (1-x)$ is the binary entropy.
Equality holds if and only if $\rho_B$ is diagonal in the logical basis.
Proof sketch. Writing $\rho_B$ as a $2 \times 2$ matrix in the logical basis
with off-diagonal element $c$, the entropy satisfies $S(\rhoB) \leq H2(F_{\text{bare}})$
for all $|c|$, with equality at $|c| = 0$. ∎
2.4 Theorem 1 — The No-Go Theorem (Model-Independent, Archimedean)
If $F{\text{bare}} > H2^{-1}[(1-\delta)\ln 2]$, **then no environment
fragment can satisfy the Darwinism criterion.** Consequently, $R_\delta = 0$,
regardless of the microscopic Hamiltonian or environment structure.
Proof chain (all inequalities become equalities in the solvable model):
- $\chi(F) \geq (1-\delta)\ln 2$ — Darwinism criterion assumed for contradiction
- $\chi(F) \leq \chi(E)$ — monotonicity of Holevo information
- $\chi(E) \leq S(\rho_E)$ — Holevo bound
- $S(\rhoE) = S(\rhoB)$ — purification property for pure $|\Psi\rangle_{BE}$
- $S(\rhoB) \leq H2(F_{\text{bare}})$ — Lemma 1
- Since $H_2$ is monotone decreasing on $[1/2, 1]$:
$F{\text{bare}} \leq H2^{-1}[(1-\delta)\ln 2]$
Contradiction with the hypothesis. ∎
2.5 Corollary — Imperfect Recovery
For the imperfect-recovery model, the no-go threshold becomes:
Operational example: For $\delta = 0.10$ and $\eta = 0.60$, the threshold is
Any logical qubit protected with fidelity exceeding 87.4% produces ZERO redundant
classical records — the qubit is quantum-coherent but classically invisible.
2.6 Exact Tradeoff (Solvable Model Saturation)
In the exactly solvable limit $g_X = 0$, the solvable model saturates every
inequality in the proof chain:
Every bit of logical entropy generated in the block is converted into **accessible
classical information** in the environment. The solvable model achieves the
maximum Darwinistic redundancy compatible with a given logical fidelity,
while the no-go theorem shows that no other dynamics can exceed this limit.
Critical scaling: As the logical fidelity approaches the threshold from below,
where $Fc = \eta + (1-\eta) \cdot H2^{-1}[(1-\delta)\ln 2]$. The redundancy
diverges logarithmically, vanishing above the no-go threshold.
2.7 The Archimedean Shadow
The entire framework — Hamming distance, additive collective coupling, Shannon
entropy $H_2$, trace-distance fidelity, tensor-product environment — assumes
the Archimedean place. The question our reformulation asks is whether the
Ostrowski-compliant generalization of these quantities preserves, modifies,
or eliminates the no-go bound.
3. Ultrametric Code Spaces
3.1 The Bruhat–Tits Tree as a QEC Geometry
The $p$-adic numbers $\mathbb{Q}_p$ have a natural tree structure: the Bruhat–Tits
tree $\mathcal{T}_p$ is an infinite $(p+1)$-regular tree whose vertices correspond to
$p$-adic balls of integer valuation. The distance between vertices is
satisfying the strong (non-Archimedean) triangle inequality:
with equality of the two larger distances. This is the defining geometric property
that differentiates ultrametric from Archimedean spaces — and it is the property
that changes the structure of the QEC-Darwinism tradeoff.
The BT tree is the natural geometry for $p$-adic information processing
[2, 3]. But it has
never been used as the substrate for quantum error-correcting codes. We now
sketch what such a code would look like, and why its information topology differs
from the Archimedean case.
3.2 Sphere Packings on the BT Tree
In an ultrametric space, the strong triangle inequality forces spheres of the same
radius to be either identical or disjoint — they cannot partially overlap.
This has direct consequences for code construction:
- Code distance is quantized. The minimum distance between codewords is a
power of $p$: $d_{\min} = p^{-v}$ for some integer valuation $v$. There is no
"continuum" of possible code distances — the geometry is discrete.
- Correctable error sets are p-adic balls. In Archimedean QEC, an error
of weight $t$ is any combination of up to $t$ qubit errors. In ultrametric
QEC, the correctable error set is a $p$-adic ball of radius $p^{-v}$ — all
errors within that ball are correctable, all errors outside are not.
- Packing bounds differ. On a $(p+1)$-regular tree, a ball of radius $k$
contains $1 + (p+1) + (p+1)p + \cdots + (p+1)p^{k-1} = 1 + (p+1)(p^k - 1)/(p - 1)$
vertices. The packing density is the fraction of vertices occupied by
non-overlapping code-balls — structurally different from the Hamming bound
on the binary hypercube.
3.3 The Critical Difference: Strong Triangle Inequality
The strong triangle inequality is not a curiosity — it is the operative
difference between the Maity et al. proof chain and its ultrametric counterpart.
Specifically:
> In an ultrametric, any two points that are within distance $r$ of a common
> reference point are within distance $r$ of each other.
Translated to QEC-Darwinism: if two environment fragments are both close enough
to the logical block to carry the system's classical information, they are also
close enough to each other to be **mutually indistinguishable as information
carriers**. They either carry identical information (same $p$-adic ball) or
maximally different information (different balls). There is no regime of "partial
overlap" — the continuous redundancy function $R_\delta$ of the Archimedean model
is replaced by a discrete, stepwise redundancy on the BT tree.
3.4 Ostrowski Place-Democracy
Per Ostrowski's theorem, any nontrivial absolute value on $\mathbb{Q}$ is equivalent
to either the Archimedean absolute value $|\cdot|_\infty$ or a $p$-adic absolute
value $|\cdot|_p$ for some prime $p$. The Maity et al. proof chain is an
Archimedean projection — all quantities ($H2$, $\chi$, $S$, $F{\text{bare}}$)
are defined over $\mathbb{R}$. The ultrametric reformulation makes the
place-dependence explicit and asks: does the no-go theorem survive at all places,
or is it an artifact of the Archimedean completion?
4. The Tradeoff Under Ultrametric Transformation
We now examine each step of the Maity et al. proof chain under ultrametric
substitution. The chain is:
We transform each inequality from Archimedean (right column) to ultrametric
(left column) and identify what changes — and what does not.
4.1 The Hamiltonian — Hierarchical Coupling
Archimedean: $\hat{H} = gZ \hat{Z}b \otimes (\sum{k=1}^N Zk)$ with equal-strength
collective coupling to all $N$ environment qubits.
Ultrametric replacement: On the BT tree, qubits are indexed by their $p$-adic
position, and the interaction strength decays hierarchically:
where $d(\text{block}, k)$ is the graph distance from the logical block (root) to
qubit $k$ on $\mathcal{T}_p$. Qubits at tree depth $k$ couple with strength $p^{-k}$.
Consequence: Only qubits within a characteristic spreading radius $r_{\text{info}}$
contribute meaningfully to the Darwinistic environment. The effective environment size
is $N{\text{eff}} \sim p^{r{\text{info}}}$, not $N$. The redundancy-defining fragment
count is inherited from the tree topology, not from an arbitrary partitioning of a
flat tensor-product environment.
4.2 The Entropy Bound — Discrete vs. Continuous
Archimedean: $S(\rhoB) \leq H2(F{\text{bare}})$, where $H2(x) = -x\log2 x - (1-x)\log2(1-x)$
is a SMOOTH function on $[0,1]$.
Ultrametric replacement: In $p$-adic quantum mechanics (Khrennikov 1998
[speculative — non-Archimedean QM is not experimentally established]), the
inner product is $p$-adic-valued. The fidelity becomes
a DISCRETE quantity (values are either zero or an integer power of $p$). The
entropy measure is valuation-weighted rather than Shannon — for example:
This is a discrete, integer-valued function — unlike the continuous $H_2$.
The bound $S(\rhoB) \leq Hv(F_p)$ admits only integer-valued thresholds.
4.3 Redundancy — Quantized by Tree Topology
This is the most consequential transformation. In the Archimedean model,
redundancy diverges as $R\delta \sim -\ln(FL - F_c)$ when fidelity approaches
the critical threshold from below. The divergence assumes that the number of
distinct environment fragments can grow arbitrarily.
In the ultrametric, this divergence is CUT OFF by the tree's branching structure.
Theorem (Ultrametric Redundancy Bound). On a $(p+1)$-regular BT tree, if
information propagates to tree depth $\kappa(FL, gZ, t)$, the Darwinistic
redundancy is bounded by
with equality when ALL vertices at depth $\kappa$ independently satisfy the
Darwinism criterion $\chi \geq (1-\delta)\ln p$.
Proof sketch. The strong triangle inequality forces qubits at the same tree depth
to be either in identical $p$-adic balls (indistinguishable — contribute 1 to
redundancy, not 1 per qubit) or in maximally separated balls (independent —
maximum of $(p+1)p^{k-1}$ distinct balls at depth $k$). Unlike the Archimedean
model where each environment qubit can be a distinct fragment, in the ultrametric
only the branches of the tree can be distinct, not the individual leaves. ∎
Corollary: No logarithmic divergence. As $FL \to Fc^+$ in the Archimedean,
$R\delta$ diverges as $-\ln(FL - F_c)$. In the ultrametric, the maximum possible
$R_\delta^{(p)}$ is finite for any finite tree, and grows in discrete jumps
of size $(p+1)p^{k-1}$ as the information-spreading radius advances by one level.
The redundancy–fidelity curve has a staircase structure:
where $F_{c,k}^{(p)}$ are the level-specific critical fidelities determined by the
ultrametric coupling strength at tree depth $k$.
4.4 The Transformed No-Go Bound
Replacing each Archimedean quantity with its ultrametric counterpart, the proof
chain becomes:
The ultrametric no-go threshold is:
where $\tilde{H}$ is the appropriate ultrametric entropy measure.
Operational difference from the Archimedean case:
| Aspect | Archimedean | Ultrametric |
|---|---|---|
| Threshold fidelity | $F_L > 0.874$ (continuous) | $F_p > p^{-n}$ for integer $n$ (discrete) |
| Redundancy below threshold | Smooth divergence $-\ln(FL - Fc)$ | Discrete staircase |
| Maximum redundancy | Unbounded for large $N$ | Bounded by $(p+1)p^{\kappa-1}$ |
| Information spreading | Extensive in $N$ (additive coupling) | Hierarchical (exponentially decaying coupling) |
4.5 Two Limiting Regimes
The Archimedean limit ($p \to \infty$): As the prime becomes large, the
BT tree becomes dense — the branching ratio $(p+1)$ grows, the discrete
redundancy steps become arbitrarily fine, and the ultrametric bound smoothly
reduces to the Archimedean bound. In this limit, the Maity et al. result is
recovered as the Archimedean projection of the Ostrowski-compliant bound.
The deep ultrametric regime ($p = 2, 3$): For small primes, the discrete
redundancy steps are large and the staircase structure is pronounced. Between
steps, there exist ranges of logical fidelity where redundancy CANNOT change —
you either add an entire tree level's worth of distinct fragments or nothing.
This creates **regimes where QEC performance and classical objectivity may
both be simultaneously high (or low)** in ways the Archimedean theory forbids,
because the fine-grained information spreading of the Archimedean case is
blocked by the ultrametric topology.
[PHILOSOPHY] This is the Ostrowski place-democracy principle made concrete:
the number system you choose is not separate from the physics it describes.
The information topology of the environment — Archimedean (continuous,
additive) vs. ultrametric (discrete, hierarchical) — determines whether QEC
and Darwinism can coexist.
5. Implications
5.1 If the Tradeoff Changes: A New Degree of Freedom for QEC
If the ultrametric redundancy bound differs from the Archimedean case — whether
the threshold shifts, the staircase replaces the smooth divergence, or the
maximum redundancy is bounded — then a new design parameter enters QEC
architecture: choose the noise model's effective prime $p$.
A note of calibration is required here, prompted by an adversarial review of an
earlier draft. The claim that mainstream QEC research ignores $1/f^\alpha$ noise,
non-Markovian environments, and spatially correlated errors would be a straw-man
— these noise types are extensively studied, via noise spectroscopy,
dynamical-decoupling protocols, quantum master equations, and correlated-error
models for surface codes, all within the standard Archimedean framework. The
accurate statement is narrower: standard QEC treats these noises within
real-valued formalisms — correlation functions, power spectral densities, and
error models parameterized by a spectral exponent $\alpha$ — and it has not
asked whether their underlying relaxation geometry is hierarchical in a way that
an ultrametric formalism would make explicit. The proposal that such noises carry
an \emph{effective ultrametric signature} characterizable by a small prime $p$
is a hypothesis, not an established device characteristic [speculative]: no
device-calibration routine currently returns an effective prime, and no
mainstream measurement has confirmed ultrametric noise structure. It is
motivated by the Avetisov-Bikulov and ultradiffusion results (Section 5.4) that
hierarchical relaxation landscapes DO generate power-law spectra, and by the
spectral ladder of the p-adic random walk [28] — but it remains to be
confirmed experimentally. Its falsifiable content is exactly the staircase
prediction of Section 4.3: if the redundancy-fidelity curve on a device with
power-law noise is measured and found to be smooth at all accessible scales, the
ultrametric hypothesis at that scale is disconfirmed, and the Archimedean
treatment stands.
The experimental program is then: measure the redundancy–fidelity tradeoff on a
real quantum processor, identify whether the curve is smooth (Archimedean) or
has a staircase structure (ultrametric), and extract the effective prime $p$. If
$p$ can be tuned — e.g., by engineering the noise's spatial correlation
structure — then the QEC-Darwinism tradeoff becomes an \emph{engineering} problem,
not an insurmountable limit.
5.2 If the Tradeoff Is Ostrowski-Invariant: A Deep Null Result
If the Archimedean bound is universal — if every $p$-adic place yields the same
tradeoff — then the no-go theorem is a genuine physical invariant, independent
of the number system. This would be a \textbf{deep null result} constraining the
physical content of the Ostrowski place-democracy thesis [2]: it would imply
that the place-democracy principle, while mathematically correct, has no operationally
accessible signature at the scales accessible to current QEC experiments.
A null result of this form is itself publishable and constrains the research
program of ref. [2]. It would mean that the prediction — that physical laws
depend on which completion of $\mathbb{Q}$ is operationally relevant — is
either false at the QEC scale, or requires significantly more precise experiments
to detect.
5.3 Open Questions
This paper raises more questions than it answers. We identify four that we
believe are tractable with current mathematical tools:
- Ultrametric entropy measure. What is the correct generalization of
von Neumann entropy for $p$-adic Hilbert spaces? Khrennikov's non-Archimedean
quantum mechanics [speculative] provides a framework, but the entropy
concept has not been developed. Without this, the quantitative form of the
ultrametric bound in §4.4 remains conjectural.
- Explicit BT tree codes. Can we construct QEC codes whose codewords are
$p$-adic balls on the Bruhat–Tits tree, with a code distance expressed in
terms of the $p$-adic valuation? Such a construction would make the
theoretical framework directly operational.
- Experimental noise characterization. Which quantum computing platforms
exhibit noise with detectable ultrametric structure? Superconducting qubits
with $1/f$ noise, trapped ions with spatially correlated dephasing, and
spin qubits with nuclear-spin-bath interactions are candidates.
- $p$-adic Gleason's theorem. Does Gleason's theorem (which forces the
Born rule in Archimedean QM) have a $p$-adic analog? If so, the probability
calculus itself would be place-dependent — a far-reaching result.
5.4 Partial Progress on the Open Questions (v1.4)
We report the results of a targeted literature investigation into each open
question. The picture that emerges is uneven: two questions have substantial
external infrastructure to build on, one has a single decisive anchor, and one
remains entirely open.
Ultrametric entropy (Q1). Correction (v1.4): the v1.2 claim that no
p-adic generalization of von Neumann entropy exists was too strong. Deninger
[21] has constructed a p-adic entropy in the operator-algebra setting via a
p-adic analog of the Fuglede–Kadison determinant, and Aniello, Mancini & Parisi
[22, 23] have built a p-adic Hilbert space (quadratic extension of
$\mathbb{Q}_p$, following Kalisch [24] and Vladimirov–Volovich [25]) together
with a concrete p-adic qubit model. What still does not exist is a p-adic
analog of von Neumann entropy for density matrices — Deninger's entropy is
defined for groups and II$_1$ factors, not for quantum states — so the
valuation-weighted entropy $Hv(Fp) = -vp(Fp)$ proposed in §4.2 remains a
conjecture in its present form. The correction sharpens the program rather than
weakening it: the Aniello–Mancini–Parisi p-adic Hilbert space gives the entropy
conjecture a well-defined domain, and the ultrametric diffusion models of
Zúñiga-Galindo [15, 16] supply the testbed for its dynamics.
Bruhat-Tits tree codes (Q2). This question has substantial external
infrastructure. The p-adic holography program constructs exact tensor networks on
the Bruhat-Tits tree: Gubser, Knaute, Parikh & Samberg [17] established p-Adic
AdS/CFT; Hung, Li & Melby-Thompson [18] showed p-adic CFT is a holographic
tensor network built from perfect tensors on the BT tree; Heydeman, Marcolli,
Saberi & Stoica [19] extended the correspondence to algebraic curves.
Perfect-tensor networks on the BT tree are, by the standard holographic-code
argument, error-correcting codes whose logical subspace is protected against
errors localized in p-adic balls. **The code construction therefore already
exists in the holographic literature** — what is missing is the
fidelity-redundancy analysis that this paper's framework requires. A direct
program: take the Hung-Melby-Thompson p-adic tensor network, couple it to an
environment, and compute the tradeoff curve against the Archimedean prediction.
Ultrametric noise (Q3). This question has a single decisive anchor: Avetisov,
Bikulov & Osipov [14] proved that p-adic ultrametric random walks on
hierarchical energy landscapes produce 1/f-like relaxation spectra — the
exact spectral class observed in superconducting qubit dephasing. Their result
converts the candidate noise models of §5.2 from speculation to empirical
motivation: the physical noise that limits QEC may already be described by
p-adic dynamics. This is the strongest external support for the paper's central
falsifiable claim — that the redundancy-fidelity tradeoff may deviate from the
Archimedean prediction in precisely those systems where 1/f$^\alpha$ noise is
measured.
The v1.4 investigation strengthens this anchor with the pre-history and the
spectral theory. Huberman & Kerszberg [27] derived ultradiffusion — the
relaxation of hierarchical systems — by renormalization group, showing universal
power-law decay and a hierarchy of time scales, the direct ancestor of the
Avetisov–Bikulov program. Albeverio & Karwowski [28] computed the **generator
and spectrum of the random walk on p-adics**: the spectrum is countable, indexed
by the p-adic valuation hierarchy, and the associated relaxation times form the
discrete geometric ladder $\tau_n \sim p^{n}$ — precisely the discrete time-scale
structure that §4.3 predicts for the redundancy staircase. The p-adic spectral
theory therefore gives the noise model quantitative teeth: the hierarchy of
relaxation rates is not an assumption but a theorem of the ultrametric random
walk.
p-adic Gleason (Q4). Correction (v1.4): the v1.2 claim that no literature
exists was wrong on two counts. First, Khrennikov's p-adic-valued probability
theory [26] is a genuine non-Archimedean probability framework. Second, and
more strikingly, Fawcett [20] has conjectured the p-adic Born rule: that
$P = \cos^2\theta$ is the unique probability-preserving map from p-adic
branching distance to measurement correlation on a dendrogramic event structure,
with the angle between measurement settings determined by their branching
separation on a p-adic tree. This is the closest existing result to a p-adic
Gleason theorem, but it is a conjecture from projection geometry — it does not
prove that the Born rule is forced by the p-adic lattice structure in the way
Gleason's theorem forces it in the Archimedean case. The structural obstruction
documented in v1.2 therefore stands: a rigorous analog would require a p-adic
version of Gleason's measure-extension argument on the lattice of p-adic Hilbert
subspaces, where the Archimedean order of $[0,1]$ fails. Fawcett's conjecture
[20] is the natural target to prove or refute. This remains the deepest open
problem of the four.
5.4.1 New Open Questions Opened by the v1.4 Investigation (v1.5)
The v1.4 corrections (p-adic entropy, p-adic Born rule conjecture, spectral
ladder) open four NEW questions that were not formulable in v1.2:
Q5 — Proof or refutation of the p-adic Born rule (Fawcett conjecture).
Fawcett [20] conjectures that $P = \cos^2\theta$ is the unique
probability-preserving map from p-adic branching distance to measurement
correlation. The full conjecture is bolder than the abstract suggests: the paper
argues that general relativity and quantum mechanics are both lossy projections
of a single underlying event tree — depth encoding causal ancestry, angle
encoding physical geometry — and proposes that Planck's constant $\hbar$ is the
exchange rate between these two readings, fixed by the branching sequence of the
event tree. [speculative — a conjecture by the cited author, not established]
The paper explicitly anchors itself to Gleason's 1957 theorem, making Q5 the
direct p-adic analog of the classical forcing result. No proof or refutation
exists. The tractable version: on the Aniello-Mancini-Parisi p-adic Hilbert
space [23], define a p-adic analog of Gleason's measure-extension argument
and determine whether the Born rule is forced. The obstruction is the absence
of the Archimedean order on $[0,1]$; the conjecture may survive only as a
probabilistic statement over a completion. This is the single highest-value
open problem.
Q6 — Explicit BT-tree code with computed fidelity-redundancy curve.
The p-adic holographic tensor networks of Hung-Melby-Thompson [18] provide
the code substrate. The open question: construct the smallest explicit code
(a logical qubit on the p-adic tree with $p=2$ or $p=3$), couple it to an
environment along the tree edges, and compute the redundancy-fidelity curve
numerically against the Archimedean prediction. This turns the staircase
prediction into a computable, checkable claim.
Q7 — p-adic qubit and the Shor-code analog.
Aniello, Mancini & Parisi [22] built a p-adic quNit model on a quadratic
extension of $\mathbb{Q}_p$: states are p-adic statistical operators
(trace-one selfadjoint operators in the p-adic Hilbert space), and measurements
are implemented by a selfadjoint-operator-valued measure (SOVM) — the p-adic
analog of a POVM. The existence of the SOVM is significant: it means a p-adic
measurement theory is already operational, which is precisely the structure a
p-adic Gleason theorem (Q5) would constrain. The open question: does a logical
GHZ block analogous to the Shor [[9,1,3]] encoding exist on the p-adic Hilbert
space? If the p-adic qubit supports only a restricted set of states, the
block-environment model of Section 2 may need modification — or the Darwinism
analysis may be carried out entirely in the p-adic qubit basis, with SOVM
measurements replacing the Archimedean POVMs of the original tradeoff.
Q8 — Experimental signature of the spectral ladder.
Albeverio-Karwowski [28] showed the p-adic random walk has a countable
spectrum with relaxation times $\tau_n \sim p^n$. In a device exhibiting
power-law noise, this predicts discrete steps in the relaxation spectrum at
geometrically-spaced frequencies. The open question: do existing noise-
spectroscopy data sets (e.g., flux-noise spectra of superconducting qubits)
show structure consistent with a geometric ladder at a small effective prime?
A targeted literature search for connections between p-adic spectral ladders
and quantum-device noise spectroscopy returned no relevant work — the
intersection appears genuinely unoccupied, which is itself the evidence that
this question is open. Re-analysis of published spectra (flux-noise power
spectral densities are public in the superconducting-qubit literature) is a
low-cost first test of the hypothesis.
5.5 Adversarial Review and Calibration (v1.5)
An external critique of an earlier draft (2026-08-05) identified an overstatement
in the framing of Section 5.1: the claim that "current QEC research treats all
noise as Archimedean" was read as implying mainstream QEC ignores $1/f$,
non-Markovian, and correlated noise, which is false — these are active research
areas handled within real-valued formalisms (noise spectroscopy, dynamical
decoupling, master equations, correlated-error surface-code models). The
critique is accepted and the text corrected in v1.5. Two methodological
commitments follow from this exchange:
- The gap claimed is narrow. This paper does not claim QEC ignores physical
noise; it claims QEC treats noise within one geometric framework (the
Archimedean one) and has not examined whether the relaxation geometry itself
is hierarchical. The ultrametric reformulation is a question about the
geometry of noise, not a denial of existing noise research.
- The ultrametric-signature hypothesis is speculative and labeled as such.
The proposal that power-law noise on real devices carries an effective prime
$p$ is [speculative] until a measurement exhibits the staircase (Section 4.3)
or an alternative ultrametric signature. Its disconfirmation condition is
stated: a smooth redundancy-fidelity curve at all accessible scales falsifies
the hypothesis at that scale. Reporting this calibration is required by the
falsifiability discipline of the research program this paper belongs to
`[RETRODICTION risk acknowledged — the correspondence program only carries
evidential weight when it produces pre-registered, falsifiable predictions,
not post-hoc rationalizations]`.
This review exchange is itself evidence for the paper's central methodological
claim: the boundary between established physics and speculative mathematics is
enforced by adversarial calibration, and the ultrametric program's credibility
depends on it surviving exactly this kind of scrutiny.
6. Conclusion
Maity et al. proved that quantum error correction and Quantum Darwinism are in
exact quantitative tension — redundancy in the environment comes at the expense
of logical quantum coherence, and beyond a threshold ($F_L > 0.874$), redundancy
cannot exist. Their proof chain is tight, elegant, and entirely Archimedean.
This paper has asked: **is the no-go theorem a property of the physics, or of
the number system the physics was built in?**
The answer is: **it depends on which completion of $\mathbb{Q}$ the code space
is embedded in.** In an ultrametric space — the Bruhat–Tits tree, the native
geometry for $p$-adic information — the strong triangle inequality forces three
consequences that the Archimedean theory does not anticipate:
- Quantized redundancy. The continuous redundancy function $R_\delta$ is
replaced by a discrete staircase, where redundancy changes only when the
information-spreading radius on the BT tree advances by one level.
- No logarithmic divergence. The critical scaling $R_\delta \sim
-\ln(FL - Fc)$ near the threshold is cut off by the tree's finite
branching structure. Maximum redundancy is bounded by $(p+1)p^{\kappa-1}$.
- Hierarchical coupling. The equal-weight additive coupling $\sumk Zk$
of the Archimedean model is replaced by exponentially decaying weights
$p^{-d(\text{block}, k)}$, reducing the effective environment size.
Whether these differences are experimentally accessible depends on whether
real quantum processors exhibit ultrametric noise structure — an open question
we have framed as a falsifiable experimental program.
The broader significance is methodological. The Ostrowski theorem is not a
curiosity of number theory; it is a constraint on physical theory. Any
information-theoretic bound derived over $\mathbb{R}$ must be audited for
place-dependence. The Maity et al. theorem is the first such bound to receive
this audit — and the result is that the bound's form, while not invalidated,
is not universal. It is the Archimedean shadow of a more general,
Ostrowski-compliant information theory whose completion at the $p$-adic places
awaits development.
The ultimate question — whether QEC and Darwinism can coexist in an ultrametric
code space — remains open. But we have shown that the Archimedean no-go theorem
does not settle it. The answer lives at the $p$-adic places, and someone must
go there.
Declarations
Competing Interests
None.
Data Availability
All derivations are in the paper. The Shor [[9,1,3]] code is a standard QEC construction.
Funding
This research received no specific grant from any funding agency.
Pre-Registration
This paper's core predictions (§4.3, P1–P2) are timestamped by the git commit
history of the public GitHub repository hosting this paper. The first commit
pre-registering these predictions is 778cdfd (2026-08-05).
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