Abstract: Systems and methods for implementing one or more compiled workflows at a biological foundry are provided. A representation of an uncompiled workflow to produce engineering targets is obtained. The representation is translated into a first corresponding instance of a compiled workflow. If the translation satisfaction of various threshold translation criteria is determined, and the first corresponding instance of the compiled workflow is executed to complete a first portion of manufacture of the engineering targets. If the executing satisfaction of various threshold execution criteria is determined, the representation is translated into a second corresponding instance of the compiled workflow different from the first corresponding instance. If this translation satisfaction of the various threshold translation criteria is determined, the second corresponding instance of the compiled workflow is executed to complete a second portion of the manufacture of the engineering targets.

Abstract: Provided are high quality metal-nitride, such as aluminum nitride (AlN), films for heat dissipation and heat spreading applications, methods of preparing the same, and deposition of high thermal conductivity heat spreading layers for use in RF devices such as power amplifiers, high electron mobility transistors, etc. Aspects of the inventive concept can be used to enable heterogeneously integrated compound semiconductor on silicon devices or can be used in in non-RF applications as the power densities of these highly scaled microelectronic devices continues to increase.

Abstract: A computer-implemented method includes receiving a request for a type of output image and a prompt from a user that describes an output image. The method further includes selecting, based on the type of output image and the prompt, a machine-learning model from a set of machine-learning models. The method further includes providing the request and the prompt as input to the selected machine-learning model. The method further includes generating, by the selected machine-learning model, the output image that satisfies the request and the prompt.

Abstract: A compute server of a distributed cloud computing network receives an inference request that is directed to an AI model hosted at a destination external to the distributed cloud computing network. The compute server determines that the inference request satisfies security rules associated with the AI model. Upon determining that the inference request is not answerable from a cache, the compute server transmits the inference request to the AI model hosted at the external destination. The compute server receives an inference response from the AI model in response to the inference request, transmits the inference response, and stores the inference request and the inference response in cache.

Abstract: A method includes obtaining a video having image frames, and determining, for each respective image frame, a corresponding frame content score based on a visual content thereof. The method also includes selecting, from the image frames, a plurality of video clips, where each respective video clip includes a plurality of consecutive image frames and is selected based on the corresponding frame content scores of the plurality of consecutive image frames thereof. The method additionally includes determining, for each respective video clip, a corresponding clip content score based on the corresponding frame content scores of the plurality of consecutive image frames thereof. The method further includes generating a highlight video that includes the plurality of video clips and a representation of a ranking of the plurality of video clips, where the ranking is based on the corresponding clip content score of each respective video clip.

Abstract: A compute server of a distributed cloud computing network receives an inference request. The inference request triggers execution of code that is related to an AI application that interacts with the inference request and causes its input to be run through an AI model. Helper code executing on the compute server transmits an inference request to the AI model, where this inference request includes a prompt and one or more function definitions, and where the AI model is executing in the same datacenter as the compute server. The helper code receives a result of the AI model executing the inference request, where it includes structured data for calling a function. The helper code calls the function using the structured data. The helper code receives a response to the called function. The code processes a response to the inference request based at least on the received response to the called function.

Abstract: Described herein are lithium-metal rechargeable electrochemical cells comprising a lithium-metal negative electrode, a positive electrode, and a liquid electrolyte. The liquid electrolyte comprises a core mixture and a diluent. The diluent comprises a fluorinated ether. The core mixture comprises a set of salts and a set of solvents. The set of solvents comprises a pyrrolidinium-containing ionic liquid and a molecular solvent. The molecular solvent is a non-fluorinated ether, for example including but not limited to 1,2-dimethoxyethane. In some examples, the electrolyte further comprises an electrolyte additive, for example including but not limited to tris(trimethylsilyl)phosphate. In some examples, the set of salts comprises one or more imide-containing lithium salts. In some examples, the set of salts comprises lithium bis(fluorosulfonyl)imide and an additional salt and the mole fraction of lithium bis(fluorosulfonyl)imide in the set of salts is 0.5 or greater.

Abstract: A compute server of a distributed cloud computing network receives an inference request that is directed to an AI model hosted at a destination external to the distributed cloud computing network. The compute server determines that the inference request satisfies security rules associated with the AI model. Upon determining that the inference request is not answerable from a cache, the compute server transmits the inference request to the AI model hosted at the external destination. The compute server receives an inference response from the AI model in response to the inference request, transmits the inference response, and stores the inference request and the inference response in cache.

Abstract: A docking device for receiving a portable device. The docking device includes a base including a substantially planar upper surface for supporting a portable device. The docking device includes an array of a plurality of engagement members. Each engagement member in the plurality of engagement members includes a fixed body protruding upwardly from the substantially planar upper surface of the base. Each engagement member includes a spring including a fixed end portion and a free end portion for engagement with the portable device. The fixed end portion interfaces with the fixed body. The free end portion protrudes from the fixed end portion obliquely towards the substantially planar upper surface of the base. The free end being movable along a deformable gap between a first surface of the fixed body and a second surface of the spring.

Abstract: A compute server of a distributed cloud computing network receives an inference request that is directed to an AI model hosted at a destination external to the distributed cloud computing network. The compute server determines that the inference request satisfies security rules associated with the AI model. Upon determining that the inference request is not answerable from a cache, the compute server transmits the inference request to the AI model hosted at the external destination. The compute server receives an inference response from the AI model in response to the inference request, transmits the inference response, and stores the inference request and the inference response in cache.

Abstract: Described herein are lithium-metal negative electrodes, lithium-metal liquid-electrolyte electrochemical cells comprising such electrodes, and methods of fabricating such electrodes. In some examples, a lithium-metal negative electrode comprises a base layer comprising aluminum and/or titanium. The lithium-metal negative electrode also comprises a protection layer disposed on and supported by the base layer and comprising copper, silicon, zinc, magnesium, nickel, molybdenum, tungsten, tantalum, and/or silver. Furthermore, the lithium-metal negative electrode comprises a lithium-metal negative active material layer attached to and supported by the protection layer such that the protection layer is positioned between the negative-electrode base layer and the lithium-metal negative active material layer.

Abstract: A method of removing THC and/or THCA from a mixture is provided, the mixture including at least one other cannabinoid. The method comprises passing a first feedstock stream through a first chromatographic resin arranged in a simulated moving bed (SMB) chromatography configuration to provide a primary raffinate stream, preparing a second feedstock stream, the second feedstock stream comprising the primary raffinate stream or a concentrated primary raffinate stream, and passing the second feedstock stream through a second chromatographic resin to provide an eluate stream, the eluate stream having less than 0.3 wt % THC on a solvent free basis. The cannabinoid products can be used in various pharmaceutical and nutraceutical applications.

Abstract: A docking device for receiving a portable device. The docking device includes a base including a substantially planar upper surface for supporting a portable device. The docking device includes an array of a plurality of engagement members. Each engagement member in the plurality of engagement members includes a fixed body protruding upwardly from the substantially planar upper surface of the base. Each engagement member includes a spring including a fixed end portion and a free end portion for engagement with the portable device. The fixed end portion interfaces with the fixed body. The free end portion protrudes from the fixed end portion obliquely towards the substantially planar upper surface of the base. The free end being movable along a deformable gap between a first surface of the fixed body and a second surface of the spring.

Abstract: System, method, and device for fabricating a capsule are provided. A gripping apparatus includes a rotary actuator and a rotary linkage disposed about a periphery of the rotary actuator. A plurality of intermediate linkages is coupled to the rotary linkage. Each intermediate linkage includes an input end portion coupled to the rotary linkage, an output end portion disposed below the input end portion, and a jaw disposed on the output end portion. The gripping apparatus includes a plurality of compliance linkages. Each compliance linkage includes a first end portion coupled to either the output end portion or the jaw of a respective intermediate linkage, and a second end portion substantially orthogonal to the respective intermediate linkage.

Abstract: Isolating suspicious email links is described. An email security service receives an email that includes a link that refers to an external resource. A first suspicious link determination is performed to determine whether the link is suspicious. If the link is suspicious, the link is rewritten to refer to the email security and the email is delivered to the recipient. A request from a client device is received responsive to the link being opened. A second suspicious link determination is performed to determine whether the link is suspicious. If the link is suspicious, an interstitial page is transmitted to the client device that includes an option that, when selected, causes the first link to be opened in a remote browser isolation session.

Abstract: Described herein are electrochemical cells fabricated with current collectors comprising polymer bases and metal layers and methods of interconnecting these current collectors or, more specifically, interconnecting their metal layers. For example, a current collector, positioned between two other current collectors, can have an opening allowing these two other current collectors to form a direct interface. This interface not only directly interconnects the metal layers on these two current collectors but also indirectly interconnects the two metal layers of the middle current collector, which are positioned on the opposite sides of the polymer base of this current collector. In some examples, the metal layers of current collectors are reinforced by external metal foils that help to maintain continuity and/or repair any discontinuities in the metal layers when these metal layers are welded together. For example, welding may push portions of the polymer bases away from the weld zone.