I.e
Chapter 1. First Chapter..............................1
We're working in the amsbook class, and here's a MWE

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\documentclass{amsbook}
% \usepackage{titletoc}
% \contentsmargin{2.55em}
% \dottedcontents{chapter}[1.5em]{}{2.3em}{1pc}
% \dottedcontents{section}[1.5em]{}{2.3em}{1pc}
% \dottedcontents{subsection}[3.8em]{}{3.2em}{1pc}
%\usepackage{tocloft}
\begin{document}
\tableofcontents
\chapter{Better Title}
\section{Lower title}
\subsection{Longer Title}
\chapter{next title}
\end{document}
Also, does anyone know how, instead of getting
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1.1 This is a picture 1
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Figure 1.1 This is a picture 1
Cheers, Tim