Abstract: Various embodiments of the present disclosure provide prompt engineering and text quality assessment techniques for improving generative text outputs. The techniques may include identifying an initial document subset for a generative text request that includes a request to generate a generative text document based on one or more request text fields. The techniques may include generating a contextual classification for the one or more request text fields and identifying a refined document subset based on the contextual classification. The techniques may include generating one or more request field embeddings respectively corresponding to the one or more request text fields and identifying a prompt document subset based on the one or more request field embeddings. The techniques may include generating, using a large language model, one or more generative text fields using a generative model prompt based on the prompt document subset and the one or more request text fields.

Abstract: An apparatus comprises a processing device configured to receive and parse a search request related to a given event to identify confident terms, and to determine a first subset of the confident terms which indirectly reference the given event and a second subset of the confident terms which are not in the first subset. The processing device is also configured to identify, for a given confident term in the second subset, terms having at least a threshold level of semantic similarity with the given confident term, and to construct a primary search query comprising the first and second subsets of the confident terms and additional search queries comprising the first subset of the confident terms and the identified one or more terms having at least the threshold level of semantic similarity with the given confident term. The processing device is further configured to execute the primary and additional search queries.

Abstract: An apparatus includes a strength member including a core formed of a composite material, and an encapsulation layer disposed around the core. A conductor layer is disposed around the strength member. A coating is disposed on the conductor layer. The coating is formulated to have a solar absorptivity of less than 0.5 at a wavelength of less than 2.5 microns, and a radiative emissivity of greater than 0.5 at a wavelength in a range of 2.5 microns to 15 microns, at an operating temperature in a range of 60 degrees Celsius to 250 degrees Celsius. The coating may have an erosion resistance that is at least 5% greater than an erosion resistance of aluminum or aluminum alloys.

Abstract: The present invention relates to alpha-amylase variants. The present invention also relates to polynucleotides encoding the variants; nucleic acid constructs, vectors, and host cells comprising the polynucleotides; and methods of using the variants.

Abstract: Remote services, such as security services, are onboarded for a tenant in a multi-tenant environment, such as a cloud-based electronic mail tenant, by configuring the tenant to permit remote access to local resources used at the tenant to facilitate the remote security services. Mail flow rules associated with the multi-tenant environment govern how electronic mail is handled in the environment. For example, mail flow rules may be used to divert inbound and/or outbound electronic mail through a mail security service. Changes to the mail flow rules are monitored and analyzed to determine whether such changes are valid (e.g., not unsafe or tampered with) to support secure management of electronic mail traffic. If a change to a mail flow rule is determined to not be valid, an action may be performed, such as deleting, disabling, or reverting the change.

Abstract: A video transfer circuit includes: a first communication interface; a second communication interface; and a digital timing generator having an input, an output, and a video timing signal interface. The input is coupled to the first communication interface. The video timing signal interface is coupled to the second communication interface. The digital timing generator is configured to: provide a first video timing signal to the second communication interface via the video timing signal interface responsive to a first mode selection; and receive a second video timing signal from the second communication interface via the video timing signal interface responsive to a second mode selection.

Abstract: Remote services, such as security services, are onboarded for a tenant in a multi-tenant environment, such as a cloud-based electronic mail tenant, by configuring the tenant to permit remote access to local resources used at the tenant to facilitate the remote security services. As a significant advantage, this permits use of the remote security services with cloud-based enterprise resources hosted on the tenant, e.g., an enterprise mail server handling inbound and/or outbound electronic mail traffic, without requiring changes to the tenant's network configuration. As an additional advantage, security risks associated with the remote access may be confined to the specific tenant in the multi-tenant environment by creating a unique key for exchanging data between the tenant and the remote security services.

Abstract: Cloud application fault detection is described. At an observability framework implemented by a processor, log files associated with applications are received, wherein the log files are automatically streamed from at least one log directory. A template is applied to the log files automatically streamed from the at least one log directory as the log files are received to identify faults of the applications associated with the log files. The log files automatically streamed from the at least one log directory are processed as the log files are received based on the faults to generate an error message identifying the faults of the applications associated with the log files.

Abstract: Techniques for sales orchestration using iterative machine learning are disclosed, including: obtaining, by a customer relationship management (CRM) system, opportunity-specific CRM data; generating, by the CRM system, one or more suggested sales actions applicable to the opportunity-specific CRM data, at least by applying a machine learning model to the opportunity-specific CRM data, wherein the machine learning model is configured to generate suggested sales actions based on CRM data; presenting, in a graphical user interface (GUI) of the CRM system, the one or more suggested sales actions; receiving, via the GUI of the CRM system, user input that indicates a chosen sales action associated with the opportunity-specific CRM data; obtaining, by the CRM system, data that indicates an outcome of the chosen sales action; updating the machine learning model based on the outcome of the chosen sales action.

Abstract: Disclosed herein are techniques for providing comparative performance metrics to software application developers.

Abstract: An example storage medium stores instructions that, when executed, cause a processor of a computing device to receive an indication associated with a first virtual machine, the first virtual machine containing a first application, the indication indicating that a first operation in the first virtual machine is to use a second application; receive information associated with a second virtual machine, the second virtual machine created in response to the first operation and containing the second application; store information describing a chain of virtual machines, the chain of virtual machines including the first and second virtual machines, the stored information including a relationship between the first virtual machine and the second virtual machine, based on the received indication and the received information; and in response to an identification of malware in the chain of virtual machines, identify a particular virtual machine in the chain of virtual machines that is in a kill chain of the malware based

Abstract: An apparatus comprises a processing device configured to detect a user login to access a console of a computing device implementing a multi-level console interface comprising two or more levels each associated with a set of criteria, goals to be achieved, and actions relevant for achieving the goals. The processing device is also configured to determine a current state of the computing device, and to select a given level of the multi-level console interface based at least in part on mapping the current state to a given set of criteria associated with the given level. The processing device is further configured to provide, via the console of the computing device, an interface screen corresponding to the given level, the interface screen displaying the actions relevant for achieving the goals of the given level to facilitate transitioning of the computing device from the current state to a desired state.

Abstract: In some examples, a data management system processes snapshots of a distributed file system, the distributed file system having files, each file comprising multiple data chunks. The data management system performs operations including storing file-to-chunk mapping in file system metadata; creating, for each chunk, a chunk generation ID by associating each chunk with a file system generation ID; in a next-generation snapshot of the distributed file system, incrementing, for all chunks in the next-generation snapshot, the respective chunk generation IDs; and taking a snapshot of the file system metadata and storing an updated file-to-chunk mapping associated with the next-generation snapshot.

Abstract: The present invention relates to polysilazane compositions, in particular to a composition, the use of said composition for coating a substrate, and a substrate comprising a coating made from said composition.

Abstract: Provided herein are low resistance metallization stack structures for logic and memory applications and related methods of fabrication. The methods involve forming bulk conductive films on thin low resistivity transition metal layers that have large grain size. The bulk conductive films follow the grains of the low resistivity transition metal films, resulting in large grain size. Also provided are devices including template layers and bulk films.

Abstract: The present disclosure provides a user equipment for a mobile telecommunications system, which includes circuitry configured to communicate with a new radio base station. The circuitry is further configured to transmit an on-demand system information request to the new radio base station, wherein the on-demand system information request is transmitted based on a backup resource.

Abstract: Described herein are methods and a system to correct environmental light reflecting onto a surface of a display. An image is captured by camera which is processed as an image digital map. Light sources on the image digital map are determined based on correlated camera pixel map and display map. Light sources are on the image digital map are augmented by one or more ambient light sensors (ALS) placed on the periphery of the display. Image correction is performed based on the light sources of the image digital map.

Abstract: A method for a passive single-viewpoint 3D imaging system comprises capturing an image from a camera having one or more phase masks. The method further includes using a reconstruction algorithm, for estimation of a 3D or depth image.

Abstract: Techniques for label recognition and notification for streaming video from non-overlapping cameras. A stream processing service of a provider network receives a first video stream from a first camera-equipped electronic device via an API endpoint of the stream processing service. The stream processing service also receives a second video stream from a second camera-equipped electronic device an API endpoint of the stream processing service. Meanwhile, a request for label recognition and notification is received at a computer vision service of the provider network via an API endpoint of the computer vision service. In response, the computer vision service recognizes a label in a video fragment of the first camera video stream and recognizes a label in a video fragment of the second camera video stream, and then identifies whether the two labels are the same label. If so, a notification service of the provider network sends a notification indicating that the label was recognized across non-overlapping cameras.

Abstract: A system 10 to optimize a light emitting diode (LED) power allocation framework within a room is disclosed. The system 10 includes a data receiving subsystem 20, configured to receive parameters corresponding to light emitting diodes (LED), visible light communication (VLC) transmitters and visible light communication (VLC) receivers. The system 10 includes a blockage generalization subsystem 22, configured to identify location and height of one or more detected blockages within the room from the received parameters. The system 10 includes an optimal power allocation subsystem 24, configured to compute a visible light communication (VLC) channel gain for each of the one or more light emitting diodes (LED) with reference to identified location and identified height and configured to optimize the power allocation framework to achieve maximized visible light communication (VLC) data rate based on the computed visible light communication (VLC) channel gain and one or more constraints.