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In some cases, automation of sampling (Multivial cyclone) was then augmented by automated processing steps to apply samples to biosensors (MVI).
In many cases automation has eliminated physical and mental drudgery from human labour and has allowed the worker to change from a machine operator to a machine supervisor.
In some cases, automation, like the Auto Check-In feature offered by Continental, has even relieved customers of self-service chores.
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In each case, the automation was not the doing of the laborers.
In both these cases, AI and automation have demystified producing the design deliverable.
In fact in many cases, because of automation, growth within enterprises, and other factors, "what was once done by Ph.D.s can easily be done by Master's- and Bachelor's-degreed scientists," says Edwards, including tasks such as gene expression and polymerase chain reaction (PCR) techniques.
Bill Gates suggested that every time an employee is replaced by a robot, or in most cases software using automation through artificial intelligence or machine learning, that the business owners should have to pay a tax on that, much like the employee would on wages.
There are other use cases, such as support automation, automated on boarding, machine-to-machine communication and customized in-store experience.
Consider the case of home automation.
In the case of an automation system, the installer could establish trust among devices.
An industrial automation case study is used to illustrate a bio-inspired method based on potential fields to dynamically route pallets.
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