Abstract: Described herein are, among other things, techniques, devices, and systems for generating one or more trained machine-learning models. Also described herein are techniques, devices, and systems for applying a consumption history of a particular user to the trained model(s) to generate score data indicating a correlation between each content-item title and the consumption history. The techniques then determine a ranked list of content items having a highest correlation to the consumption history, which may be used to retrieve videos associated with the most-correlated content items for generating a compilation video composed of these retrieved videos.

Abstract: The present disclosure relates to a packaging for a medicament container, wherein the medicament container comprises at least one distal container abutment section and at least one proximal container abutment section, the packaging comprising: a bottom and a sidewall structure connected to the bottom, the bottom and the sidewall structure confining a storage space configured to accommodate at least one medicament container, at least one distal packaging abutment section, and at least one proximal packaging abutment section, wherein the at least one distal packaging abutment section is integrated into or arranged at one of the sidewall structure and the bottom and configured to abut with the at least one distal container abutment section, wherein the at least one proximal packaging abutment section is integrated into or arranged at the sidewall structure and configured to abut with the at least one proximal container abutment section.

Abstract: A stopper is disclosed herein. The stopper is configured to be disposed within a medical cartridge. The stopper includes a shell defining a cavity, a core arranged within the cavity, and at least one electronic device embedded within the core, wherein the at least one electronic device includes a sensor and wherein the shell is configured to pass a sensing signal therethrough.

Abstract: A stopper is disclosed herein. The stopper is configured to be disposed within a medical cartridge. The stopper includes a shell defining a cavity, a core arranged within the cavity, and at least one electronic device embedded within the core, wherein the at least one electronic device includes a sensor and wherein the shell is configured to pass a sensing signal therethrough.

Abstract: Described herein are, among other things, techniques, devices, and systems for generating one or more trained machine-learning models. Also described herein are techniques, devices, and systems for applying a consumption history of a particular user to the trained model(s) to generate score data indicating a correlation between each content-item title and the consumption history. The techniques then determine a ranked list of content items having a highest correlation to the consumption history, which may be used to retrieve videos associated with the most-correlated content items for generating a compilation video composed of these retrieved videos.

Abstract: An injection device is provided, comprising a cartridge configured to hold a volume of fluid, the cartridge having a proximal end and a distal end through which the fluid is dispensed; a first stopper disposed in the cartridge and configured to move from the proximal end toward the distal end to cause the fluid to be dispensed through the distal end of the cartridge; a second stopper disposed at the distal end of the cartridge, the second stopper including an aperture through which the fluid is dispensed; a reflector disposed at the distal end of the cartridge; and a transmitter and a receiver disposed in the first stopper, the transmitter configured to transmit one or more waves toward the reflector and the receiver configured to receive reflections of the one or more waves from at least the reflector.

Abstract: Described herein are, among other things, techniques, devices, and systems for generating one or more trained machine-learning models. Also described herein are techniques, devices, and systems for applying a consumption history of a particular user to the trained model(s) to generate score data indicating a correlation between each content-item title and the consumption history. The techniques then determine a ranked list of content items having a highest correlation to the consumption history, which may be used to retrieve videos associated with the most-correlated content items for generating a compilation video composed of these retrieved videos.

Abstract: The present disclosure relates to a packaging for a medicament container, wherein the medicament container comprises at least one distal container abutment section and at least one proximal container abutment section, the packaging comprising: a bottom and a sidewall structure connected to the bottom, the bottom and the sidewall structure confining a storage space configured to accommodate at least one medicament container, at least one distal packaging abutment section, and at least one proximal packaging abutment section, wherein the at least one distal packaging abutment section is integrated into or arranged at one of the sidewall structure and the bottom and configured to abut with the at least one distal container abutment section, wherein the at least one proximal packaging abutment section is integrated into or arranged at the sidewall structure and configured to abut with the at least one proximal container abutment section.

Abstract: The application is directed to techniques, devices, and systems for updating files. For example, a remote system may store first data representing a first version of a file and second data representing a second version of the file. The remote system may then determine that a first portion of the first data corresponds to a first portion of the second data. Based at least in part on the determination, the remote system may identify a second portion of the first data using the first portion of the first data and identify a second portion of the second data using the first portion of the second data. The remote system may then generate third data representing a difference between the second portion of the second data and the second portion of the first data. Additionally, the remote system may store the third data in association with the file.

Abstract: The application is directed to techniques, devices, and systems for updating files. For example, a remote system may store first data representing a first version of a file and second data representing a second version of the file. The remote system may then determine that a first portion of the first data corresponds to a first portion of the second data. Based at least in part on the determination, the remote system may identify a second portion of the first data using the first portion of the first data and identify a second portion of the second data using the first portion of the second data. The remote system may then generate third data representing a difference between the second portion of the second data and the second portion of the first data. Additionally, the remote system may store the third data in association with the file.

Abstract: Described herein are, among other things, techniques, devices, and systems for generating one or more trained machine-learning models. Also described herein are techniques, devices, and systems for applying a consumption history of a particular user to the trained model(s) to generate score data indicating a correlation between each content-item title and the consumption history. The techniques then determine a ranked list of content items having a highest correlation to the consumption history, which may be used to retrieve videos associated with the most-correlated content items for generating a compilation video composed of these retrieved videos.

Abstract: The present invention relates to a piston for a cartridge to be filled with a medicament, the piston comprising: a first piston member (12) comprising a first material and forming a distal end face (22) of the piston, a second piston member (14) comprising a second material of lower compressibility compared to the first material, wherein the second piston member (14) is arranged in a cupped receptacle (16) of the first piston member (12) and provides a thrust receiving surface (25) at a proximal end (24) of the piston.

Abstract: The application is directed to techniques, devices, and systems for updating files. For example, a remote system may store first data representing a first version of a file and second data representing a second version of the file. The remote system may then determine that a first portion of the first data corresponds to a first portion of the second data. Based at least in part on the determination, the remote system may identify a second portion of the first data using the first portion of the first data and identify a second portion of the second data using the first portion of the second data. The remote system may then generate third data representing a difference between the second portion of the second data and the second portion of the first data. Additionally, the remote system may store the third data in association with the file.

Abstract: A stopper is disclosed herein. The stopper is configured to be disposed within a medical cartridge. The stopper includes a shell defining a cavity, a core arranged within the cavity, and at least one electronic device embedded within the core, wherein the at least one electronic device includes a sensor and wherein the shell is configured to pass a sensing signal therethrough.

Abstract: Embodiments are directed towards protecting against polymorphic cheat codes in a video game environment. A detour analyzer analyzes game code in client memory for possible hooks to parasite code. For each detected hook to parasite code, hook and/or parasite information is determined to generate a hook/parasite signatures, which are sent to a remote network device. Based on the hook/parasite signatures a weighted combination of scores are generated that is useable to determine a probability value that the parasite code is cheat code. If the determined probability value indicates cheat code, the user of the client device may be banned from future game play. Additionally, the hook/parasite signature information may be used to update the data store to detect polymorphic changes in the cheat code.

Abstract: A stopper is configured to be disposed within a medical cartridge includes a shell defining a cavity and an exterior surface sized and shaped to fit inside the medical cartridge and an insert configured to be inserted into the cavity, where the insert includes an electronic device having a sensor configured to generate a sensing signal. The shell is configured to be advanced into the medical cartridge by a plunger to apply pressure to a substance contained in the medical cartridge and the shell is configured to pass the sensing signal therethrough. The sensor is configured to be responsive to the position of the stopper in the medical cartridge.

Abstract: An injection device is provided, comprising a cartridge configured to hold a volume of fluid, the cartridge having a proximal end and a distal end through which the fluid is dispensed; a first stopper disposed in the cartridge and configured to move from the proximal end toward the distal end to cause the fluid to be dispensed through the distal end of the cartridge; a second stopper disposed at the distal end of the cartridge, the second stopper including an aperture through which the fluid is dispensed; a reflector disposed at the distal end of the cartridge; and a transmitter and a receiver disposed in the first stopper, the transmitter configured to transmit one or more waves toward the reflector and the receiver configured to receive reflections of the one or more waves from at least the reflector.

Abstract: Embodiments are directed towards providing an interactive game experience whereby a game player may combine game play with a user interface overlaid onto the game that is useable to interact and communicate with other players inside and/or outside of the current game. Through the use of the user interface, a player may select different game sets to play, and rapidly switch between games with different players, while maintaining a real-time interactive chat session, or similar communication session, including, without limit, voice communication sessions. A game client component may launch a game, and then hooks into the game to intercept various input and video functions.

Abstract: The present invention relates to a piston for a cartridge to be filled with a medicament, the piston comprising: a first piston member (12) comprising a first material and forming a distal end face (22) of the piston, a second piston member (14) comprising a second material of lower compressibility compared to the first material, wherein the second piston member (14) is arranged in a cupped receptacle (16) of the first piston member (12) and provides a thrust receiving surface (25) at a proximal end (24) of the piston.

Abstract: The present invention relates to a piston for a cartridge to be filled with a medicament, the piston comprising: a first piston member comprising a first material and forming a distal end face of the piston, a second piston member comprising a second material of lower compressibility compared to the first material, wherein the second piston member is arranged in a cupped receptacle of the first piston member and provides a thrust receiving surface at a proximal end of the piston.