Abstract: A novel food ingredient dispenser unit (DiU) for an automated-cooking-apparatus is disclosed. Embodiments of the novel DiU may comprise a food-ingredient-cartridge (FIC) and a conveying-screw (CoS). The CoS can be configured to be associated with the FIC and to convey food ingredients from the FIC toward an opening of the DiU. In addition a first end of the CoS is associated with a cork that is configured to block the opening of the DiU when the DiU is not-active. Further, the CoS can be moved in a linear motion in order to open the DiU.

Abstract: A system and method for generating a quality parameter value of a semiconductor device wafer (SDW), during fabrication thereof, the method including designating a plurality of measurement site sets (MSSs) on the SDW, each of the MSSs including a first measurement-orientation site (FMS) and a second measurement-orientation site (SMS), the FMS and the SMS being different measurement sites on the SDW, generating a first measurement-orientation quality parameter dataset (FMQPD) by measuring features formed within each the FMS of at least one of the MSSs in a first measurement orientation, generating a second measurement-orientation quality parameter dataset (SMQPD) by measuring features formed within each the SMS of the at least one of the MSSs in a second measurement orientation and generating at least one tool-induced-shift (TIS)-ameliorated quality parameter value (TAQPV), at least partially based on the FMQPD and the SMQPD.

Abstract: A system and method for streamlining language data processing through a multi-stage pipeline is presented. The method includes creating, based on input data, a targeted message for a lead using a trained generator, wherein the input data includes lead data; causing projection of the targeted message via a user device of the lead; determining at least a label for interaction data by applying a classifier, wherein the interaction data is collected from causing the projection of the targeted message to the lead, wherein the interaction data are processed for classification; determining a next step based on the determined at least a label, wherein the next step is determined with respect to the lead; and performing the next step upon determination.

Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine-readable instructions that when executed by the processor, may cause the processor to determine that an entity was granted an anomalous role assignment to a managed environment. The processor may also, based on the determination that the role assignment of the entity is anomalous, identify at least one indicator associated with the role assignment, determine an indicator value corresponding to the identified at least one indicator, and determine whether the indicator value exceeds a predefined threshold value. The processor may, based on a determination that the indicator value exceeds the predefined threshold value, output an alert indicating that the role assignment is suspicious.

Abstract: Techniques for efficiently generating a brief of a call summary is provided. The method includes ingesting at least one simplified transcript, wherein a simplified transcript is a summarization of a transcript of a call and includes a plurality of bullet points of at least one main subject; representing each bullet point of the plurality of bullet points of the simplified transcript as an embedded vector using an embedding technique; determining at least one grouping of the plurality of bullet points based on the embedded vector, wherein the grouping includes at least one bullet point; feeding the at least one grouping into a trained rephrasing model to generate a rephrased content for each of the at least one grouping; and generating a summarized brief based on the rephrased content of the at least one grouping, wherein the summarized brief is generated as natural language textual data below a predetermined length.

Abstract: A system and method for efficiently generating sales call summaries are provided. The method includes ingesting textual data and input data; formatting textual data and input data to create a unified data format, wherein the unified data format includes data chunks for the textual data and the input data, wherein the data chunks in the unified data format are in a same data format; generating a prompt for each data chunk of the textual data, wherein the prompt is created based on the formatted input data; feeding the generated prompt to a trained language model to create a summary of the each data chunk, wherein the summary is a comprehensive summarization that describes the textual data of the data chunk; and causing a display of the summary via a user device.

Abstract: Provided herein are biochip, system and method for detection of a marker molecule in a sample, the biochip including one or more chambers, each chamber containing a synthetic biosensor module and a detection module, wherein the synthetic biosensor module comprises a genetically modified bacteria expressing a receptor capable of binding the marker molecule, and a reporter gene, wherein expression of the reporter gene is induced by the binding of the marker molecule to the receptor; and wherein the detection module produces an output signal indicative of presence of the marker molecule in the sample.

Abstract: A website building system (WBS) includes an experiment management system to provide experiment management services to at least two tenancies where a single tenancy conducts at least one experiment independently without interfering with experiments conducted by other tenancies, the experiment management system includes an experiment creator to receive an experiment specification with source material from an external source and to create an experiment definition based on inspection and analysis of the source material; an experiment integrator to integrate the experiment definition as an experiment into the experiment management system; an experiment configurer to configure a variant and population selection criteria for the experiment; and an experiment manager to manage experiment conflicts between concurrently running experiments for the at least two tenancies at runtime according to the variant and population selection.

Abstract: A system to detect abnormal cross authorizations and take action is described. The system determines whether cross authorization event applied to a first trained anomaly detection model and activity post cross authorization event applied to a second trained anomaly detection model is suspicious. An indicator score is determined from rule-based security indications applied to the cross authorization. A security action is taken based on application of the indicator score applied to a threshold.

Abstract: Technology is disclosed herein for a software application which identifies trouble words related to reading ability and generates a prompt for a custom reading passage based on the trouble words. The application submits the prompt to a foundation model service and receives the custom reading passage generated based on the prompt. In an implementation, the application receives parameters relating to characteristics of the custom reading passage via a user interface of the application. The parameters may include topic, age range, length, reading difficulty, and language. In some implementations, identifying the trouble words includes displaying a set of trouble words generated by a speech engine in the user interface and receiving user input including a selection of the trouble words from the set. In some implementations, the application executes in a context of a collaboration application on the user computer.

Abstract: In one set of embodiments, a computer system can receive a request to insert or delete a key into or from a plurality of keys maintained by a dynamic search data structure, where the dynamic search data structure is implemented using a balanced binary search tree (BBST) comprising a plurality of nodes corresponding to the plurality of keys, where a first subset of the plurality of nodes are stored in the first memory tier, and where a second subset of the plurality of nodes are stored in the second memory tier. The computer system can further execute the request to insert or delete the key, where the executing results in a change in height of at least one node in the plurality of nodes. In response to the executing, the computer system can move one or more nodes in the plurality of nodes between the first and second memory tiers, the moving causing a threshold number of nodes of highest height in the BBST to be stored in the first memory tier.

Abstract: In one implementation, a method for providing security on an externally connected controller includes launching, by the controller, a kernel level security layer that includes a whitelist of permitted processes on the controller, the whitelist being part of a custom security policy for the controller; receiving, at the security layer, a request to run a particular process; determining, by the security layer, a signature for the particular process; identifying, by the security layer, a verified signature for the process from the whitelist; determining, by the security layer, whether the particular process is permitted to be run on the controller based on a comparison of the determined signature with the verified signature from the whitelist; and blocking, by the security layer, the particular process from running on the automotive controller based on the determined signature not matching the verified signature for the process.

Abstract: Automatic multi-objective hardware optimization for processing a deep learning network is disclosed. An example of a storage medium includes instructions for obtaining client preferences for a plurality of performance indicators for processing of a deep learning workload; generating a workload representation for the deep learning workload; providing the workload representation to machine learning processing to generate a workload executable, the workload executable including hardware mapping based on the client preferences; and applying the workload executable in processing of the deep learning workload.

Abstract: A cartridge for producing a beverage comprise a housing with the general shape of a truncated cone and has a rigid perforated dividing wall element within the housing, dividing the housing's interior into a first chamber and second chamber. The first chamber contains dry beverage medium, and the perforated dividing wall element comprises holes that are dimensioned to permit passage of liquid and block passage therethrough of said dry beverage medium.

Abstract: A novel food-ingredients-preparation-workstation (FIPW) that is associated with an automated-cooking-restaurant (ACR). The ACR controller is configured to control the operation of an ACR that is located at an ACR-site. The FIPW comprises an RFID read/write device that is configured to write information into an RFID tag that is associated with a food-ingredient-cartridge (FIC), and to read information from that RFID tag. A dispenser controller is configured to control the operation of a dispenser of food ingredients.

Abstract: A system and method for inspecting a running container for a cybersecurity object in a cloud computing environment is disclosed. The method includes: generating a clone of a disk, wherein the disk is deployed in a cloud computing environment; detecting a software container on the generated clone of the disk; and inspecting the software container for a cybersecurity object, in response to determining that the container is a running container.