Abstract: An advanced search system leverages a pre-trained large language model to enhance user query responses. The system, equipped with hardware processors, a search query via an interface and accesses a pre-trained large language model designed to respond to the search query. The system fine-tunes the model to generate a task-specific generative model. The system employs the task-specific generative model to generate a search result to the search query and analyzes the search result based on a performance metric associated with the task-specific generative model. The system refines the task-specific generative model based on the analyzing of the search result.

Abstract: An advanced search system leverages a pre-trained large language model to enhance user query responses. The system, equipped with hardware processors, a search query via an interface and accesses a pre-trained large language model designed to respond to the search query. The system fine-tunes the model to generate a task-specific generative model. The system employs the task-specific generative model to generate a search result to the search query and analyzes the search result based on a performance metric associated with the task-specific generative model. The system refines the task-specific generative model based on the analyzing of the search result.

Abstract: A laser module includes: an interposer including a surface including planar and recessed portions, the interposer including multiple electrical contact pads on the planar portion; a semiconductor laser assembly flip-chip mounted on the surface of the interposer, the semiconductor laser assembly including a subassembly and a semiconductor laser die mounted to the subassembly, the subassembly including electrical contact pads electrically connected to corresponding electrical contact pads on the planar portion of the surface of the interposer, and the semiconductor laser die extending at least partially into the recessed portion in the surface of the interposer; and a photonic integrated circuit (PIC) flip-chip mounted on the planar portion of the surface of the interposer, the PIC being spaced apart from the semiconductor laser assembly, the PIC including a light coupling port arranged to receive light emitted from the semiconductor laser die during operation of the laser module.

Abstract: A siliconized heterogeneous optical engine. In some embodiments, the siliconized heterogeneous optical engine includes a photonic integrated circuit; an electro-optical chip, on a top surface of the photonic integrated circuit; an electronic integrated circuit, on the top surface of the photonic integrated circuit; an interposer, on the top surface of the photonic integrated circuit; a redistribution layer, on a top surface of the interposer, the redistribution layer including a plurality of conductive traces; and a plurality of protruding conductors, on the conductive traces of the redistribution layer. The electronic integrated circuit may be electrically connected to the electro-optical chip and to a conductive trace of the plurality of conductive traces of the redistribution layer.

Abstract: Electro-optic (“EO”) computing systems for high bandwidth and high-capacity memory access via wavelength-division multiplexed (“WDM”) switching are provided herein. Examples of the EO computing system include one or more compute circuit packages, one or more memory circuit packages, and an optical switch connected between the compute and memory circuit packages.

Abstract: The current invention offers a method for preparing an electronic integrated circuit (EIC) for the assembly of an optical engine. The method involves stacking a CMOS-based EIC wafer onto a short loop/interposer wafer through face-to-back bonding. This stacked configuration serves as a carrier for the thin CMOS wafers. Subsequently, the stacked wafers are thinned down to the desired height and undergo a via last process. In this process, the thick metal layer from the short loop/interposer wafer acts as an etch stop. The stacked EIC wafers can then be diced and attached to a photonic integrated circuit (PIC) wafer, resulting in the formation of an optical engine.

Abstract: A coupled optic system configured for collimation of light. The coupled optic system includes an optic system. The optic system includes a shelf. The shelf includes one or more optic alignment surfaces. The optic system includes one or more interface lenses coupled to the shelf. The coupled optic system includes an optical connector. The optical connector includes one or more connector lenses. The optical connector includes one or more connector alignment surfaces.

Abstract: Semiconductor package with one or more optical die(s) embedded therein is disclosed. The optical die(s) may have one or more overlying interconnect layers. Electrical contact to the optical die may be via the one or more overlying interconnect layers. An optical waveguide may be disposed next to the optical die and embedded within the semiconductor package. An optical fiber may be optically coupled to the optical waveguide.

Abstract: Semiconductor package with one or more optical die(s) embedded therein is disclosed. The optical die(s) may have one or more overlying interconnect layers. Electrical contact to the optical die may be via the one or more overlying interconnect layers. An optical waveguide may be disposed next to the optical die and embedded within the semiconductor package. An optical fiber may be optically coupled to the optical waveguide.

Abstract: An advanced search system leverages a pre-trained large language model to enhance user query responses. The system, equipped with hardware processors, a search query via an interface and accesses a pre-trained large language model designed to respond to the search query. The system fine-tunes the model to generate a task-specific generative model. The system employs the task-specific generative model to generate a search result to the search query and analyzes the search result based on a performance metric associated with the task-specific generative model. The system refines the task-specific generative model based on the analyzing of the search result.

Abstract: Enhanced search results are generated using multi-document summarization. A multi-document summarization system receives a search query from a user and retrieves a plurality of search result documents based on the search query. The summarization system generates a summary of each of the plurality of search result documents using distinct per-document summarization machine learning models, where the distinct per-document summarization machine learning models are trained on a training dataset. The summarization system synthesizes the summary of each of the plurality of search result documents into a single-consolidated answer responsive to the received search query. The multi-document summarization system formats the single-consolidated answer to include citations to the plurality of search result documents.

Abstract: An interactive search method is disclosed, utilizing a browser-based interface and generative artificial intelligence to enhance user search experiences. The method involves receiving an initial search query from a user, generating a proposed search result via hardware processors, and displaying the result to the user. To refine search accuracy, the method recommends clarifying questions, soliciting additional search parameters. Upon receiving an updated search query, the system interactively refines the initial query and displays an updated search result. This process allows for dynamic query adjustment and improved search result relevance in real-time.

Abstract: A device includes: a wavelength generator configured to output optical signals at a pump frequency and at first and second frequencies both different from the pump frequency, the wavelength generator including: a planar bus waveguide; a main ring resonator; a first heating element thermally coupled to the main ring resonator; an auxiliary ring resonator optically coupled to the main ring resonator; and a second heating element thermally coupled to the auxiliary ring resonator; and an electronic control module in communication with the first heating element and the second heating element, the electronic control module being programmed to control a detuning of a main ring resonance frequency from the pump signal frequency via the first heating element, and to control a spectral position of an auxiliary ring resonance frequency to produce optical signals at the first and second frequencies from the optical signal at the pump frequency.

Abstract: A silicon integrated circuit. In some embodiments, the silicon integrated circuit includes a first conductive trace, on a top surface of the silicon integrated circuit, a dielectric layer, on the first conductive trace, and a second conductive trace, on the dielectric layer, connected to the first conductive trace through a first via.

Abstract: A device (e.g., a laser device, a remote laser module, or the like) may comprise a case configured to secure a laser source, an electro-optical connector to connect with an electro-optical (EO) port. The EO connector may comprise an optical connector configured to connect with an optical port of the EO port, where the optical connector provides light from the laser source to the optical port. The EO connector may further comprise an electrical connector configured to connect with an electrical port of the EO port. The laser source may receive at least one of power through the electrical connector or facilitate establishing a communication channel through the electrical connector. The optical connector and the electrical connector may be located on a first side of the case.

Abstract: An optical coupler configured to couple light along a propagation direction is disclosed. The optical coupler includes a lower area. The lower area includes a waveguide including a first end, a second end, and an inversely tapered portion. The optical coupler includes an intermediary area arranged over, in a vertical direction, the lower area. The intermediary area includes two or more intermediary elements. The optical coupler includes an upper area arranged over the intermediary area. The upper area includes one or more upper elements.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for serving advertisements based on partial queries. In one aspect, a method includes receiving a request for advertisements that specifies a set of query suggestions. The query suggestions are ranked based, at least in part on a probability of each query suggestion being selected by a user that input the partial query. A proper subset of the query suggestions is selected and includes a highest ranked query suggestion based on the ranking and one or more query suggestions of the set of query suggestions that is at least one of a revision of the highest ranked query suggestion or refers to a same topic as the highest ranked query suggestion. One or more advertisements are identified for each query suggestion of the proper subset. Data specifying the identified advertisements are provided.

Abstract: A coupled optic system configured for collimation of light. The coupled optic system includes an optic system. The optic system includes a shelf. The shelf includes one or more optic alignment surfaces. The optic system includes one or more interface lenses coupled to the shelf. The coupled optic system includes an optical connector. The optical connector includes one or more connector lenses. The optical connector includes one or more connector alignment surfaces.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for serving advertisements based on partial queries. In one aspect, a method includes receiving a request for advertisements that specifies a set of query suggestions. The query suggestions are ranked based, at least in part on a probability of each query suggestion being selected by a user that input the partial query. A proper subset of the query suggestions is selected and includes a highest ranked query suggestion based on the ranking and one or more query suggestions of the set of query suggestions that is at least one of a revision of the highest ranked query suggestion or refers to a same topic as the highest ranked query suggestion. One or more advertisements are identified for each query suggestion of the proper subset. Data specifying the identified advertisements are provided.

Abstract: An optical engine. In some embodiments, the optical engine includes an electronic interfacing component including: an upper surface having a plurality of conductors for forming a corresponding plurality of connections to a host board, a lower surface having a plurality of conductors for forming a corresponding plurality of connections to one or more optoelectronic elements, and a plurality of vias extending from the lower surface to the upper surface.