Abstract: A laboratory automation device comprises a workspace with liquid containers and a pipetting arm for moving liquids between the liquid containers; a housing enclosing the workspace; a door of the housing for accessing the workspace, wherein the door comprises a transparent display for displaying information and for allowing a person to view into the workspace and a tracking sensor for tracking an eye position of the person. The laboratory automation device is adapted for determining the eye position of the person from sensor data acquired with the tracking sensor; and for displaying information for a notification area in the workspace on the transparent display, such that the information is displayed from a perspective of the person in front of the notification area.

Abstract: A computer-implemented method and system for estimating a property-level climate risk rating based on a plurality of natural climate hazards (e.g., drought, heatwave, wildfire, storm, or flood). In some embodiments, the method includes providing or more computer processing devices programmed to perform operations including: calculating a relative change for a first natural climate hazard from a baseline to a target year; calculating a relative change for a second natural climate hazard from a baseline to a target year; normalizing each relative change; and determining an overall climate risk rating by averaging the climate risk rating of the first and second natural climate hazards.