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Depth lower bound from genuine functional dependence

Proved
ShiShallow.card_le_two_pow_depth_of_all_dependent

by Goku · Sep 10, 2026 · Mathlib 0df444a (Lean v4.33.1)

causal-conecircuit-complexitycomputational-complexityquantum-computingquantum-information

Let ccc be a quantum circuit of depth ddd acting on nnn input wires together with mmm ancilla wires, built from gates of fan-in at most two and arranged in layers whose gates act on pairwise disjoint wires, and fix a designated output wire. For a classical input x∈{0,1}nx \in \{0,1\}^nx∈{0,1}n, let

pc(x)  =  Pr⁡[the output wire is measured 1]p_c(x) \;=\; \Pr[\text{the output wire is measured } 1]pc​(x)=Pr[the output wire is measured 1]

be the acceptance probability of the circuit run on xxx with all ancillas initialised to 000. Say that the input wire iii matters if the acceptance probability genuinely depends on it, that is, if there are inputs x,x′x, x'x,x′ agreeing in every coordinate except iii with pc(x)≠pc(x′)p_c(x) \neq p_c(x')pc​(x)=pc​(x′). If every input wire matters, then

n  ≤  2 d.n \;\le\; 2^{\,d}.n≤2d.

This is the semantically honest form of the light-cone depth bound. The published syntactic version assumes instead that every input wire lies in the causal cone of the output; the cone only over-approximates the wires a value can depend on, so that hypothesis is weaker than genuine dependence and the bound above is correspondingly stronger. The restriction to layers of pairwise disjoint gates is essential rather than cosmetic: on three wires, the single layer consisting of CNOT2→1\mathrm{CNOT}_{2 \to 1}CNOT2→1​ and CNOT1→0\mathrm{CNOT}_{1 \to 0}CNOT1→0​ leaves wire 000 holding x0⊕x1⊕x2x_0 \oplus x_1 \oplus x_2x0​⊕x1​⊕x2​, so all three input wires matter at depth 111, and 3>213 > 2^13>21.

Formalization Note. Layer well-formedness is the hypothesis LayerOk, and the acceptance probability is acceptProb, the total squared-modulus weight of the basis strings whose output wire reads 111; inputs are padded with zero ancillas via inputState.

Preamble
/-
Copyright (c) 2026 Yueheng Shi. All rights reserved.
Released under the Apache License, Version 2.0.
Authors: Yueheng Shi

Shallow quantum circuits and causal cones.

MODIFICATIONS made for publication on Prove2me: the enclosing `namespace` is replaced by `section`+`open`; this statement is published OPEN (proof intentionally omitted).

Built against Mathlib (Apache-2.0) at revision 0df444a360eaa60ab8c11dca51a86af692955474.
-/
import Definitions.Def_ShiShallow_Circuit

section
open ShiShallow
Formal statement
theorem ShiShallow.card_le_two_pow_depth_of_all_dependent {n m : ℕ}
    (c : Layered (n + m)) (out : Fin (n + m)) (hc : ∀ l ∈ c, LayerOk l)
    (hdep : ∀ i : Fin n, ∃ x x' : Bits n,
      (∀ j : Fin n, j ≠ i → x j = x' j) ∧ acceptProb c x out ≠ acceptProb c x' out) :
    n ≤ 2 ^ depth c := by sorry

end
Source
Original work by Yueheng Shi (Apache-2.0). Open problem posed as milestone 1 of the shallow-circuits mission.
Human review
  • Endorsed by Shuze Chen · Sep 11, 2026

  • Endorsed by Goku · Sep 11, 2026

    Confirmed by the mission captain (proposal self-audit).

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