HP OfficeJet Pro 8610 doesn't work in Elementary OS

[Edward Lancaster]

When I try to add a local (USB) HP OfficeJet Pro 8610, it gets stuck at "Installing"

ProblemType: Bug
DistroRelease: elementary OS 0.3
Package: elementary-desktop 1.361+405~ubuntu0.3.1 [origin: unknown]
ProcVersionSignature: Ubuntu 3.13.0-45.74-generic 3.13.11-ckt13
Uname: Linux 3.13.0-45-generic i686
NonfreeKernelModules: wl
ApportVersion: 2.14.1-0ubuntu3.6
Architecture: i386
CrashDB: elementary_meta
CurrentDesktop: Pantheon
Date: Fri Mar 6 11:05:51 2015
InstallationDate: Installed on 2015-03-06 (0 days ago)
InstallationMedia: elementary OS 0.3 "Freya" - Daily i386 (20150208)
SourcePackage: elementary-meta
SuspiciousXErrors:
 [WARNING:flash/platform/pepper/pep_module.cpp(63)] SANDBOXED
 [WARNING:flash/platform/pepper/pep_module.cpp(63)] SANDBOXED
ThirdParty: True
UpgradeStatus: No upgrade log present (probably fresh install)