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Artificial intelligence, or AI, in particular has given rise to many new PLF applications.

Conveniently for the industry, PLF tools achieve all of these changes by increasing production efficiency.

It seems more likely that industry insiders, who for decades have used bogus certifications labeling their products as "humane" to distract the public from their abuses, will use PLF as yet another means to delude the public about where their food comes from.

Amid this moral, environmental, and public health catastrophe, meat industry technologists are proposing precision livestock farming, or PLF, as a solution.

PLF is the use of digital tools to continuously monitor livestock parameters, offering precise information about farmed animals in real-time.