Abstract: A carbonation machine with integrated water treatment. The carbonation machine may include a carbonation system for carbonating water in a bottle attached to a carbonation head of the system, a detachable water reservoir, configured to be mounted on a base with an outlet port to allow outward flow of water from the reservoir, piping connecting the outlet port of the water reservoir to transfer water from the detachable reservoir and to pour the water into the bottle, a pump for pumping water out of the water reservoir and transfer the pumped water via the piping, a controller configured to control the pump, and one or more water treatment components fluidically connected to the piping to apply water treatment to water flowing through the piping.

Abstract: A method for classifying a digital asset, comprising: retrieving from a repository, according to an initial identifier, a digital asset; computing at least one asset score, each indicative of a degree of confidence that the digital asset has a respective offense classification selected from a plurality of offense classifications; subject to the at least one asset score being less than at least one threshold score: adding to a list of identifiers at least one identifier extracted from the digital asset; and in each of at least one iteration: retrieving from the repository at least one other digital asset, according to at least one selected identifier selected from the list of identifiers; computing a plurality of other asset scores, each associated with one other digital asset of the at least one other digital asset and indicative of another degree of confidence that the other digital asset has another respective offense classification.

Abstract: A method for classifying a digital asset, comprising: retrieving from a repository, according to an initial identifier, a digital asset; computing at least one asset score, each indicative of a degree of confidence that the digital asset has a respective offense classification selected from a plurality of offense classifications; subject to the at least one asset score being less than at least one threshold score: adding to a list of identifiers at least one identifier extracted from the digital asset; and in each of at least one iteration: retrieving from the repository at least one other digital asset, according to at least one selected identifier selected from the list of identifiers; computing a plurality of other asset scores, each associated with one other digital asset of the at least one other digital asset and indicative of another degree of confidence that the other digital asset has another respective offense classification.