The responses here identify the problem, but the resolution is actually present in the ArcGIS/ArcMap documentation here:
Calculate Field examples—Help | ArcGIS for Desktop
A slight tweak the examples gives the resolution, using the Field Calculator:
arcpy.time.ParseDateTimeString(!field1!) + datetime.timedelta(hours=12)
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