math.NT — Number Theory
Contributed by Eric Naslund
Let P(a,q) denote the least prime congruent to a modulo q, where (a,q)=1.
We give a computer-assisted proof that P(a,q)≪q3.99, improving the exponent 5
of Xylouris. More precisely, P(a,q)<q3.99 for every sufficiently large q, uniformly
in a.
The main new ingredient is a graded near-density estimate for zeros of Dirichlet
L-functions, a weighted form of Heath-Brown's Lemma~12.1 of the kind he asked for in 1992. We
combine it with the zero-location estimates and far-density method of Heath-Brown and Xylouris.
The second novelty is the scale of the case analysis. Heath-Brown and Xylouris closed their final
case analyses with 14 and 21 main cases, each by a chain of inequalities evaluated in floating
point. In this paper, with the help of advanced AI models, we can push this much further. The middle range of the first zero is divided into 4453 root cases and 4788
terminal cases, each closed by its own linear program. On 4,196,879 threshold boxes these
programs give 29,397,336 linear relaxations, and exact integer certificates for all of them
bound the normalized zero sum strictly below~1. Exceptional
zeros and the remaining exterior range are treated separately. This case analysis is a kind of
systematic brute force enabled by AI: an analysis of this size, with parameters tuned to each case,
would be very laborious or nearly impossible to carry out by hand, and it lets the new estimate be
applied separately in each case.
The near-density lemma, certificate soundness, and a conditional passage from a certified
case to a prime are formalized in Lean, assuming published analytic inputs and specified
facts about zeros (PALOMAR-2026-10-01-000020 v1).
Primarily AI-generated textHuman understanding: some parts