so the problem I'm interested in is to show that all sufficiently large finite fields contain an arithmetic progression of 9 distinct perfect squares.
A professor in my department had some previous results from which this should follow. I asked her to help me understand her work and she kindly wrote out and emailed me a calculation involving characters to this end. But due to logistical constraints, she isn't able to explain the calculation to me in person and I'm struggling to understand it. I was hoping someone here could help me get my head around what's going on.
My bird's eye view understanding so far is just that we take a particular character on our finite field (and the subgroup of squares?), take a particular sum of character evaluations and somehow a result from Weil gives us a bound on the order of finite fields ensuring the desired arithmetic progression. I know that's not much to start with. I haven't touched a character since my undergrad in 2018.
There was also a hand-writing challenge as it seemed there were two or more different $\chi$'s in the calculation (one a character and another a field element) along with an $x$ (polynomial indeterminate). So I took the liberty of changing the field element "$\chi$" to $b$. Besides that, what follows is my best attempt to faithfully TeX up what she sent me. Thanks in advance for any guidance.
$\chi=$ mult char of order $m$
$f\in \mathbb F_q[x], f\not=g^m, \forall g\in \mathbb F_q[x]$
$d=$ # of distinct roots of $f$ in $\overline{\mathbb F}_q$
$\Rightarrow \Big|\sum_{b\in\mathbb F_q}\chi\big(f(b)\big)\Big|\le (d-1)\sqrt{q}$ (Weil)
$G=(\mathbb F_p^*)^2<\mathbb F_p^*=\langle a\rangle, |G|=\frac{p-1}{2}$
$\hat {\mathbb F}_p^*=\langle y\rangle, \text{ where } y:a\rightarrow \omega, \omega=e^{2\pi i/(p-1)}$
$1_G=\frac{1}{2}(\chi_0+\chi),\text{ where } \chi_0=1, \chi=y^{\frac{p-1}{2}}\quad (1.2), (1.3)$
WTS $\sum_{b \in \mathbb F_p}1_G(1+b)1_G(1+2b)...1_G(1+8b)\not=0\quad (1.1)$
$=_{(1.2)}\Big(\frac{1}{2}\Big)^8(p+A),\quad (1.4)$
where $A=\sum_b \Big(\sum_{k=1}^8\chi(1+kb)+\sum_{k_1<k_2}\chi\big((1+k_1b)(1+k_2b)\big)+\sum_{k_1<k_2<k_3}\chi\big((1+k_1b)(1+k_2b)(1+k_3b)\big)+...+\chi\big((1+b)(1+2b)...(1+8b)\big)\Big)$
$|A| \le 8\cdot \binom{8}{4} \max\Big|\sum_{b\in\mathbb F_p}\chi\big(f(b)\big)\Big|,$ where $f$ has distinct roots, $\deg f\le 8$
$\le_{\text{Weil}} 8\cdot \binom{8}{4}\cdot 7\cdot \sqrt{p}=3920\sqrt{p}$
$\Rightarrow (1.4) > \Big(\frac{1}{2}\Big)^8(p-769\sqrt{p})$
$\Rightarrow (1.1)\not=0$ when $p>769^2$