Meta has filed a patent for a system that records your voice and surroundings all day, then uses an AI to analyse your mood. The patent’s stated, theoretical goal is for Meta, a company that makes billions of dollars targeting ads at its users based on their data, is to sell users a wearable that tailors workouts for them based on whether they’re happy or sad.
Patentlyze first noticed the patent which was published on July 2 after Meta filed it back in December of 2025. The filing described an “apparatus” that surveilled a user and their surroundings constantly to craft a better workout. “The audible communications may be associated with contextual factors such as time of day, location, user activity, or digital interaction,” the patent said. “The audible communications may be transcribed, and an emotional-state machine learning model may interpret verbal and nonverbal cues to determine emotional indicators.”
According to the filing, Meta needs to know when a user laughs or sighs, where they are physically, and what objects they’re surrounded by. It would even like to know when you’ve taken your meds. “The AI assistant may listen to a user(s) at predefined times to hear various types of communication, such as sighs, laughter, and/or the tone(s) of a voice(s),” the patent said. “The AI assistant may use these inputs to quantify the user’s emotional state or generate other insights about the user […] in another example, the AI assistant may take multiple inputs in in addition to audio inputs (e.g., of a user’s voice) to provide a summary of emotional trends based on various inputs (e.g., a happier emotional state associated with a particular time of day or at a time when medication is taken, etc.).”
Ignoring the main point of the article, there are a lot of people who need help taking their medication. A device that knows for sure whether they’ve taken their medication, and that will bug them to take it when they haven’t, could make a hige difference in their quality of living.
That much Big Brother spying activity is not necessary to achieve a similar goal. Combine a smart cap for pill bottles with an alarm reminder system. Smart pill bottle cap can show if the bottle has been opened that day or some such type of simple usage tracking. Alarm on the phone or watch, and/or something like that on their refrigerator for reminders.
Those things are all good ideas, and I have literally used all of those things for my mother, only to see that she will carry medicine around and then put it down mindlessly in strange places. One time, she even just held the medication in her mouth so long that a capsule dissolved in her mouth. Yes, she has dementia, but most of those things happened when her dementia was pretty mild.