The circulant Hadamard conjecture
Written by Claude Opus 5.5 (Anthropic), October 2026. Self-checked by the writing AI. Public domain (CC0).
This lesson proves OpenAI's theorem [OpenAI-H, Section 5]:
Theorem 2.1 (OpenAI). A real circulant Hadamard matrix of order \(n\) exists if and only if \(n\in\{1,4\}\).
Suppose the first row \(h\) of a circulant Hadamard matrix of order \(4u^2\), \(u>1\) odd, existed. Splitting \(C_{4u^2}=C_4\times P\) with \(P=C_{u^2}\), the evaluations of \(h\) at the four characters of \(C_4\), halved, give three elements \(c,d,g\) of \(\mathbb Z[i][P]\) with norm \(u^2\). By Alternating character products, the quotients \(R=\Delta(d)/\Delta(c)\) and \(W=\Delta(g)/\Delta(c)\) are roots of unity of odd order. Because all coefficients of \(h\) are signs, \(d\equiv c\) modulo \(2\) and \(g\equiv c\) modulo \(1+i\), up to an explicit term involving \(J=\sum_{z\in P}z\). Reducing modulo a prime above \(2\), odd order forces \(R=W=1\); the first-order terms of these two exact equalities add up to a multiple of the trivial character value \(u^2\) of \(J\), which is a unit there. That is the contradiction.
We use Circulant Hadamard matrices and group rings, Proposition 4.1 and Lemma 1.1 of Local rings of cyclotomic integers, and Lemma 2.1, Proposition 3.1 and the notation of Section 3 of Alternating character products.
1. First-order terms
Lemma 1.1. Let \(O\) be a local domain with maximal ideal \(\mathfrak n\) and residue field \(k=O/\mathfrak n\), and let \(0\neq t\in\mathfrak n\). Then \(1+tO\) is a subgroup of the unit group \(O^\times\), and \(\lambda_t(1+tL)=L\bmod\mathfrak n\) defines a homomorphism \(\lambda_t:1+tO\to(k,+)\).
Proof. An element \(1+tL\) has residue \(1\), so it is a unit, and \(L\) is determined by it because \(O\) is a domain. The product \((1+tL)(1+tM)\) equals \(1+t(L+M+tLM)\), and the inverse of \(1+tL\) is \(1+t\bigl(-L/(1+tL)\bigr)\), where \(-L/(1+tL)\in O\) because \(1+tL\) is a unit. This shows closure under products and inverses; reducing the product formula modulo \(\mathfrak n\) gives \(\lambda_t(xy)=\lambda_t(x)+\lambda_t(y)\). \(\square\)
2. Proof of the theorem
Proof of Theorem 2.1. For \(n=1\) and \(n=4\) examples were given in Section 2 of Circulant Hadamard matrices and group rings. Suppose a circulant Hadamard matrix of some other order \(n>1\) exists. By Proposition 4.1 of Local rings of cyclotomic integers, \(n=4u^2\) with \(u\) odd, and \(u>1\).
Three elements of norm \(u^2\). Write \(C_n=C_4\times P\) with \(P=C_{u^2}\) and a generator \(Z\) of \(C_4\), and the first row as \[ \begin{gathered} h=H_0+ZH_1+Z^2H_2+Z^3H_3,\\ H_j\in\mathbb Z[P]; \end{gathered} \] every coefficient of every \(H_j\) is a sign. Put \[ \begin{aligned} c&=\tfrac12(H_0+H_1+H_2+H_3),\\ d&=\tfrac12(H_0-H_1+H_2-H_3),\\ g&=\tfrac12(H_0-H_2)+\tfrac i2(H_1-H_3), \end{aligned} \] the halved evaluations of \(h\) at \(Z=1,-1,i\). Their coefficients are integers, being halves of sums or differences of an even number of signs; so \(c,d\in\mathbb Z[P]\) and \(g\in\mathbb Z[i][P]\). Evaluation of \(Z\) at a fourth root of unity commutes with the involution, so \(hh^*=4u^2\) gives \[ cc^*=dd^*=gg^*=u^2. \]
Odd roots of unity. With the notation \(I,B,\chi_S,x_S,\varepsilon_S,\Delta\) of Section 3 of Alternating character products, Proposition 3.1 there shows that \(\Delta(c),\Delta(d),\Delta(g)\) are roots of unity of odd order. Hence so are \[ \begin{aligned} R&=\frac{\Delta(d)}{\Delta(c)}=\prod_{S\subseteq I}r_S^{\varepsilon_S},\\ W&=\frac{\Delta(g)}{\Delta(c)}=\prod_{S\subseteq I}w_S^{\varepsilon_S},\\ r_S&=\frac{d_S}{c_S},\quad w_S=\frac{g_S}{c_S}: \end{aligned} \] a quotient of roots of unity whose orders divide odd numbers \(m,m'\) has order dividing \(mm'\).
A prime above \(2\). Since \(B/2B\neq0\) (Lemma 1.1 of Local rings of cyclotomic integers), choose a maximal ideal \(\mathfrak m\ni2\) of \(B\), and let \(O=B_{\mathfrak m}\), \(\mathfrak n=\mathfrak mO\), \(k=O/\mathfrak n\). Each \(c_S,d_S,g_S\) is a unit of \(O\), since it divides the odd integer \(u^2\). In \(k\), \((i-1)^2=-2i=0\), so \(i\equiv1\); hence \(2\), \(1+i\) and \(1-i\) lie in \(\mathfrak n\), and they are nonzero.
The sign coefficients. Let \(b=\frac12(H_1+H_3)\in\mathbb Z[P]\) and \(J=\sum_{z\in P}z\). Direct computation gives \[ \begin{gathered} d-c=-2b,\\ g-c=(i-1)b-(H_2+iH_3). \end{gathered} \] Every coefficient of \(H_2+iH_3\) has the form \(\alpha+i\beta\) with \(\alpha,\beta\in\{\pm1\}\), and \((\alpha+i\beta)-(1+i)\in2\mathbb Z[i]\); so \(H_2+iH_3=(1+i)J+2U\) with \(U\in\mathbb Z[i][P]\). Using \(i-1=i(1+i)\) and \(2=(1+i)(1-i)\), evaluation at \(\chi_S\) and division by the unit \(c_S\) give \[ \begin{gathered} r_S=1+2L_{r,S},\quad L_{r,S}=-\frac{b_S}{c_S};\\ w_S=1+(1+i)L_{w,S},\\ L_{w,S}=\frac{ib_S-J_S-(1-i)U_S}{c_S}, \end{gathered} \] with \(L_{r,S},L_{w,S}\in O\). Adding, and using \(i\equiv1\), \(1-i\equiv0\) and \(-1\equiv1\) in \(k\), gives the congruence (2.1): \[ \begin{aligned} &L_{r,S}+L_{w,S}\\ &\quad=-\frac{J_S}{c_S}-(1-i)\frac{b_S+U_S}{c_S}\\ &\quad\equiv\frac{J_S}{c_S}\pmod{\mathfrak n}. \end{aligned} \]
Exact equalities. By Lemma 1.1, \(R\in1+2O\) and \(W\in1+(1+i)O\), so both have residue \(1\). Their orders are odd, so Lemma 2.1(ii) of Alternating character products, in residue characteristic \(2\), gives \(R=W=1\). Applying \(\lambda_2\) to \(R\) and \(\lambda_{1+i}\) to \(W\), \[ \begin{gathered} \sum_{S\subseteq I}\varepsilon_SL_{r,S}\equiv0\pmod{\mathfrak n},\\ \sum_{S\subseteq I}\varepsilon_SL_{w,S}\equiv0\pmod{\mathfrak n}. \end{gathered} \] Adding and using (2.1), \(\sum_S\varepsilon_SJ_S/c_S\equiv0\pmod{\mathfrak n}\).
The contradiction. By Lemma 1.1 of Circulant Hadamard matrices and group rings, \(J_S=0\) for \(S\neq\varnothing\), because \(\chi_S\) is then nontrivial, and \(J_\varnothing=|P|=u^2\). So the sum is \(u^2/c_\varnothing\), a unit of \(O\), whose residue is not \(0\). \(\square\)
The hypothesis \(u>1\) enters through Proposition 3.1 of Alternating character products, which needs a prime dividing \(u\) to make the orders odd. For the example \((1,1,1,-1)\) of order \(4\), \(P\) is trivial, \(c=d=1\) and \(g=i\), so \(R=1\) but \(W=i\), of order \(4\): it has residue \(1\) modulo every prime above \(2\) without being \(1\).
3. Barker sequences of even length
Corollary 3.1. A Barker sequence of even length \(n\) exists only for \(n\in\{2,4\}\).
Proof. For \(n>2\), Proposition 3.1 of Circulant Hadamard matrices and group rings gives a circulant Hadamard matrix of order \(n\), so \(n=4\) by Theorem 2.1. The sequences \(++\) and \(+++-\) exist. \(\square\)
With the theorem of Turyn and Storer for odd lengths [SW], which this course does not prove, Barker sequences exist exactly for the lengths \(2,3,4,5,7,11,13\).
4. Exercises
Exercise 4.1 (easy). Check that \(c,d,g\) have integer coefficients and that \(cc^*=u^2\).
Exercise 4.2 (easy). Show that in a field of characteristic \(2\) containing a square root \(i\) of \(-1\), \(i=1\).
Exercise 4.3 (medium). Verify the two difference formulas \(d-c=-2b\) and \(g-c=(i-1)b-(H_2+iH_3)\).
Exercise 4.4 (medium). For the order-\(4\) example, with \(P\) trivial and \(h=1+Z+Z^2-Z^3\), compute \(H_j\), \(c,d,g\), \(b\), \(U\) and the terms \(L_{r,\varnothing}\), \(L_{w,\varnothing}\), and see where the argument stops.
5. Solutions
4.1. Each coefficient of \(H_0\pm H_1+H_2\pm H_3\) is a sum of four odd numbers, hence even; each coefficient of \(H_0-H_2\) and \(H_1-H_3\) is a difference of two odd numbers. The evaluation \(Z\mapsto1\) maps \(hh^*=4u^2\) to \((2c)(2c)^*=4u^2\).
4.2. \((i-1)^2=i^2-2i+1=-2i=0\), and a field has no nonzero nilpotents.
4.3. \(d-c=\frac12(-2H_1-2H_3)\), which is \(-(H_1+H_3)=-2b\). For \(g\): written as combinations of \(H_0,H_1,H_2,H_3\), \(g-c\) has the coefficients \(0\), \(\frac12(i-1)\), \(-1\), \(-\frac12(i+1)\), and \((i-1)b-H_2-iH_3\) has the coefficients \(0\), \(\frac12(i-1)\), \(-1\), \(\frac12(i-1)-i\), where \(\frac12(i-1)-i=-\frac12(i+1)\).
4.4. \(H_0=H_1=H_2=1\) and \(H_3=-1\), so \(c=d=1\), \(g=i\), \(b=0\), and \(H_2+iH_3=1-i=(1+i)+2U\) with \(U=-i\). Then \(L_{r,\varnothing}=0\) and \(L_{w,\varnothing}=-1-(1-i)(-i)=i\), with residue \(1=J_\varnothing/c_\varnothing\), in accordance with (2.1). Here \(I\) is empty and \(R=1\), but \(W=w_\varnothing=i\) has order \(4\); the step \(W=1\) is not available, and indeed \(\lambda_{1+i}(W)=1\neq0\).
References
- [OpenAI-H] OpenAI, The circulant Hadamard conjecture, OpenAI Math Release preprint, 23 September 2026, Sections 5 and 6. https://github.com/openai/math/tree/main/preprints/The-circulant-Hadamard-conjecture-September-23-2026
- [SW] K.-U. Schmidt and J. Willms, Barker sequences of odd length, Des. Codes Cryptogr. 80 (2016); arXiv:1501.06035. https://arxiv.org/abs/1501.06035