Research Institute · Programme

The quadratic hull and its defects

Analysis of algebraic hull lifts, state-only coordinates, and proved limits on static preprocessing for SAT clauses.

Published 2026-08-29 · updated 2026-09-04

27results
14machine-checked
7negative results
2open cells

The programme

Where things stand

What this programme is about

When a circuit or verification system checks arithmetic over GF(2), degree-two equations like A·B=C are the cheapest non-linear constraints it can enforce. The quadratic hull of a relation is the set of all input and output states that satisfy every degree-two equation vanishing on valid transitions. Spurious solutions that satisfy these quadratic equations are called defects. This programme asks whether low-degree equations can pin down complex relations—such as carry chains, adders, and hash step transitions—without letting false points slip through. For engineers designing zero-knowledge circuits or SAT preprocessors, a sound quadratic hull means verification costs stay small. When a quadratic hull leaks false points, the defects measure the exact cost of plugging the leak: whether a designer must add extra auxiliary wires, insert an OR-chain lift, or pay for additional AND gates.

What has been settled

Matroid analysis MF-087 links the quadratic hull to degree-two Boolean closure and the Crapo–Rota critical exponent. Classical Reed-Muller bounds prove relations with fewer than 2^(n-d) forbidden points have full-space quadratic hulls MF-089, ruling out static degree-two hulls as general SAT preprocessors for width-k clauses with k ≥ 3 ML-052. For AND graphs, the positive false point has separator degree r MF-088. An OR-chain lift closes width-k clauses with cover number k − 1 MF-090.

Deterministic state-only lifts cannot repair carry relations. The c0c2 lift spans all 256 state functions yet leaves 23,808 defects MF-031, whose fibre defects have rank two locally and rank three globally MF-033. Censuses eliminate all 8,184 affine data-split pins [MF-036, ML-024], all 8,040 acyclic p6 catalyst models [MF-052, ML-024], 491,040 stationary additive carry phases ML-034, and full-rank Quadratic-Atlas charts ML-016. Ghost-P5 admits a two-column false path 8 -> 0 -> 0 MF-025, and five-bit covers are rank-one deficient MF-024. Conversely, retaining garbage coordinate g0 or g1 closes the Z-counter hull with three minimal rows [MF-009, ML-028]. Forcing 32 gauge residuals requires exactly 16 quadratic equations via Chevalley-Warning MF-065.

In multiplicative complexity, a master packing filtration identity MF-144 extends gate-span techniques of Schnorr, Boyar, and Peralta. Linear spaces of quadratics satisfy packing floors MF-145—corrected to qMC for dimensions d ≥ 3—and deficit laws MF-146. Exhaustive checks settle MC(W) = qMC(W) for three-dimensional quadratic spaces on at most 5 variables MF-165, settling a problem recorded by Boyar and Find, while single AND gates destroy 3/8 of additive quadruples MF-151.

What is still open

Four structural questions remain open across this programme. The Boolean ramification polytope equality MF-132 is an unproved conjecture because its formulation leaves the zero-variable boundary V=0 undefined, though its costed lower bounds stand. Whether concrete algebraic pinning obstructions account for the one-missing-direction wall across every relation family is also an open conjecture ML-000. In relaxed SHA step relations, tested five-code encodings produce linear fresh-defect growth across columns one through six, leaving sublinear or bounded-defect amortisation conjectural ML-032. Finally, while the specific Ghost-P5 ITER19 allocation and K0 trellis adapter fail soundness across all 131,072 replayed assignments ML-022, alternative allocations, higher lifts, and distinct relational presentations remain unresolved.

How to read the evidence

Exhaustive checks dominate this programme, especially for impossibility results across finite candidate spaces. When a ledger entry reports hundreds of thousands of eliminated configurations, that search space is completely closed. Certified proofs and machine receipts back the complexity identities and lower bounds, giving them high reliability. Paper proofs supply the broader structural theorems. Treat negative verdicts on finite spaces as absolute, and treat global claims as bounded by their verified hypotheses.

Showcase

The strongest results here

MF-031EXHAUSTIVE CHECK

An impossibility theorem for deterministic state-only lifts of the c0c2 quadratic hull

No deterministic state-only feature set can repair the relation, as maximal lift replay retains 23,808 of 24,576 old wrong hull points

The complete deterministic state-only lift of the c0c2 relation already spans all 256 Boolean functions of the three state bits, so no further deterministic state-only coordinate can enlarge its degree-two evaluation space and 23,808 old wrong hull points remain.

impossibility theoremThe quadratic hull and its defectsfull paper

Published 2026-08-29

MF-090PAPER PROOF

Exact quadratic cover number of an OR-chain lift of a width-k clause over F2

For the lifted relation of a positive width-k clause (k ≥ 3), κ2,cover = k − 1

The OR-chain lift for a positive width-k clause makes the relation quadratically closed with exact quadratic cover number k-1.

Prior art: This result uses well-established, classical techniques, and no claim of novelty is made without a targeted literature search for this encoding theorem.

exact determinationThe quadratic hull and its defectsfull paper

Published 2026-08-29

MF-144RECEIPTED

The packing filtration lower bound and master identity for multiplicative complexity

MC(F) = dim V + max_j (m_{j+1}(V) - j - 1) and MC(F) ≥ dim V' - j + m_{j+1}(V') - 1 for all V' ≤ V

Multiplicative complexity is characterized by a master identity and lower bounds over a filtration of subspace packing numbers.

Prior art: The gate-span and rank arguments are credited to Schnorr (1989), Boyar–Peralta–Pochuev (2000), and Boyar–Find (2018). However, the filtration over j was not located as an explicit identity in prior literature.

structure theoremThe quadratic hull and its defectsfull paper

Published 2026-09-04

MF-145RECEIPTED

Packing floors on quadratic multiplicative complexity for linear spaces of quadratics

qMC(W) ≥ ceil(sum_{w ≠ 0} mc(w) / 2^{d-1}) for d-dim space W; d=2 yields qMC(W) ≥ ceil((mc(q1)+mc(q2)+mc(q3))/2)

A lower bound on the quadratic multiplicative complexity of a space of quadratic forms was proved via coordinate code weight counting, matching exact values on two-dimensional planes.

Prior art: This is a partial result. Griesmer- and simplex-style counting methods apply to the decomposable-coordinate code, while Mirwald–Schnorr's normal form plausibly resolves the `d = 2` case.

lower boundThe quadratic hull and its defectsfull paper

Published 2026-09-04

MF-151RECEIPTED

Exact characterization of additive quadruples destroyed by one AND gate

Quadruple survives e=uv iff {P(x1),P(x2),P(x3),P(x4)} ≠ GF(2)^2 for P=(u,v); uniform rainbow density killed is 24/64 = 3/8

An additive quadruple in a transcript graph survives appending an AND gate if and only if its inputs do not cover all four affine fibers of the gate, eliminating exactly 3/8 of uniform patterns.

Prior art: The Fourier identity (-1)^{uv} = (1 + (-1)^u + (-1)^v - (-1)^{u+v})/2 is standard, but the additive-quadruple reformulation was not found in prior literature and appears to be new.

structure theoremThe quadratic hull and its defectsfull paper

Published 2026-09-04

MF-165EXHAUSTIVE CHECK

Equality of multiplicative and quadratic complexity for 3-spaces on at most 5 variables

MC(W) = qMC(W) for all 3-dimensional spaces W <= Quad(n) with n <= 5 in the general XAG model.

For every 3-dimensional space of quadratic forms on at most 5 variables, its general multiplicative complexity equals its quadratic multiplicative complexity.

Prior art: The result for dim W <= 2 is known from Mirwald–Schnorr (1992), while Boyar–Find record dim >= 3 as open. Novelty regarding prior exhaustive checks for small n remains unverified in existing literature.

exact determinationThe quadratic hull and its defectsfull paper

Published 2026-09-04

ML-052EXHAUSTIVE CHECK NEGATIVE RESULT

On the static quadratic hull as a general SAT preprocessor

If |F| < 2^(n-d), then I_≤d(R) = {0} and H_d(R) = F₂^n

A static quadratic hull is not a general SAT preprocessor: for width-k clauses with k at least 3 it is the full ambient space, although it remains useful as a local encoding lint.

Prior art: The Reed-Muller minimum-distance property used here is a standard, classical mathematical result, and no novelty is claimed for this component.

impossibility theoremThe quadratic hull and its defectsfull paper

Published 2026-08-29

Every entry

The rest of the programme

Every confirmed result in this programme. Each links to its full paper.

Snapshot 2026-09-06. Generated from the division's registers and curation records; never hand-edited.