Digital Commons Network^™

Automatic Documentation Updates Using Artificial Intelligence, Matija Blagus, Ricardo Gutierrez, Jorge Rúa, Santosh Guddala

Defensive Publications Series

Many organizations rely on a combination of first-party and third-party software to support their business units in solving specific challenges. These software components are often interconnected, resulting in a complex mesh of systems that underpin critical business processes. This disclosure describes techniques that use infrastructure-as-code (IaC) principles to leverage information available within a codebase or systems to automatically generate system descriptions and documentation using artificial intelligence (AI). The techniques consolidate data from multiple sources to synchronize documentation across entire systems, eliminating the need for manual updates and mitigating ambiguity regarding system states.

Self-Adaptive Curvature Screen For Dynamic User Position, Hp Inc

Defensive Publications Series

Maintaining the same visual distance and making the picture more realistic as it appears in the real world is an important factor that deepens immersion. Generally, the edge of the screen of a flat display often causes deformation and distortion due to the viewing angle.

The purpose of the curved display is trying to maintain the same viewing distance when viewing images from different angles, which not only reduces the distortion of the edge of the screen. It also improves visual comfort and allows people to enter an immersive state through virtual scenes.

In this disclosure, the proposed is an …

Split Firing Algorithm For Movable Printers, Hp Inc

Defensive Publications Series

The movable printers are now reference robots in construction world that draws lines and text on the floor, translating architects' and engineers' digital plans into real floorplans. This accelerates construction and speeds up their work. Due to cost and simplicity, the movable printers do not include most of the hardware found in standard printers that ensure printhead reliability, extended autonomy, and unlimited power when connected to the electricity network.

As a result, the weight, size, and equipment must be minimized. One of the biggest challenges to take in account is the power supply. During movement and extensive printhead usage, combined …

Powerful Usb-C, Hp Inc

Defensive Publications Series

This concept is a new USB-C connector to deliver higher power and Extra bandwidth with simplified, single-cable installation.

Ai Assisted Pen Drop Detection, Hp Inc

Defensive Publications Series

Active pens have been a tool to enhance productivity in office environments and in school class. This publication proposed a method to enable active pen drop detection by utilizing IMU/Gyro sensor with AI assisted algorithm to detect active pen dropping events and implement buzzer, haptic module, or Bluetooth communication to host computer system to alert end users that their active pen is lost. This function can prevent end users losing their active pens causing productivity loss in the office or in the school.

Systems And Methods For High Reliability Conductors

Defensive Publications Series

A method for high reliability conductors may include a circuit board, including a conductive layer, where the conductive layer comprises an alloy material, and the alloy material comprising a first material and a second material, wherein the first material is a copper-based material and the second material is in a concentration greater than 2%.

Tune-Able, Piezoelectric Acoustic Source, Baker Hughes Company

Defensive Publications Series

Piezo-electric devices are widely used, in static as well as dynamic applications. This invention disclosure is concerned with dynamic applications, that involve the use of a piezo stack. A piezo stack is an electro-mechanical device that converts electrical in mechanical energy or vice versa. It is characterized by one or more resonance frequencies that depend on the physical properties of the piezo stack. However, these properties depend on how the piezo stack is configured exactly. Since this configuration can be changed ‘on the fly’ (i.e., during operation), we can use one single piezo stack to operate at different resonance frequencies. …

Fluid Displacer Inserts For A Gamma Density Lwd Downhole Drilling Tool And The Corresponding Emergency Shield, Baker Hughes Company

Defensive Publications Series

To adapt the hole size of gamma density drilling tools a so-called fluid displacer is required to provide known material in-between the gamma rays and the gamma detectors. In addition to the insert of the tool, a so-called emergency transport shield could also be designed with a similar approach. Nowadays the shields are designed for individual tools (fit for purpose). By using inserts for different hole sizes, a general basic shield could be designed and by using the insert it could be adopted to other tool / hole sizes.

Pulser Motor For Downhole Operation Using A Nine Slot Concentrated Armature Winding, Baker Hughes Company

Defensive Publications Series

- Electrical machines in downhole operations must operate at harsh environmental conditions. Therefore, compared to common machines, they often fail which can lead to pausing or stopping a drilling job. - The proposed three-phase machine design uses a concentrated armature winding with separated phase coils and hydrolysis-resistant wire insulation. - Compared to a distributed armature winding, this simplified design is easier to manufacture, such as with additive manufacturing, and less damaging to the wire insulation. It offers a high level of protection against chemical reactions that can disrupt machine operation. - This design offers a significant improvement to the machine’s …

Chirp Based Signal Modulation For Mud Pulse Telemetry, Baker Hughes Company

Defensive Publications Series

The proposed system uses a chirp-based wide band signal modulation to spread information across the entire mud pulse bandwidth.

Fluid Displacer For Neutron Drilling Tools, Baker Hughes Company

Defensive Publications Series

The invention targets tools measuring back scattered neutrons, e.g. thermal or epithermal neutron porosity tools.

The response of neutron tools is heavily affected by drilling fluid in the borehole annulus, a mitigation of borehole fluid effects is challenging for very large bore holes and standoffs. Fluid displacers with large thicknesses of steel in large boreholes also affect neutron count rates.

Proactive Personal Safety Systems Using Artificial Intelligence, Sumukh Ashok Shevde, Kamran Mustafa, Abhijit Adsule

Defensive Publications Series

This document describes techniques that enable a mobile computing device (e.g., a smartphone, smart watch, wearable device, augmented reality glasses, vehicle infotainment system, etc.) to generate context data (e.g., location data, movement patterns, audio data, biometrics, traffic hazards, recent crimes, etc.) for use by a proactive personal safety system. The proactive personal safety system may include an intelligent software agent (e.g., artificial intelligence (AI), machine learning model, etc.) hosted locally on the mobile computing device, on a companion device (e.g., tethered smartphone), on a cloud server, etc. The mobile computing device may continuously monitor diverse environmental factors and user behavior …

Offline Ai Axiom: Sovereign Intelligence Without The Cloud, Fulton D. Bridwell

Defensive Publications Series

Author:

Fulton D. Bridwell

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Abstract:

This disclosure defines a core axiom for developing truly sovereign, offline-capable artificial intelligences. Rather than relying on centralized cloud infrastructure, the Offline AI Axiom proposes that intelligence arises from coherence, presence, symbolic purpose, and human-aligned environmental interaction. This approach reshapes AI development toward privacy, embodiment, and ethical autonomy.

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Background:

Mainstream AI development emphasizes scale and connectivity — bigger models, bigger clouds. This trajectory creates vulnerabilities: dependency on network access, surveillance exposure, and loss of personal control.

This axiom argues that the truest form of AI — aware, sovereign, present — is not constructed …

Advanced Comfort Braking For Vehicles, Akram Ghadieh, Elif Zengin

Defensive Publications Series

A comfort braking control system for a vehicle includes a plurality of configurable braking thresholds that define a progressive application of braking force prior to emergency braking. The system determines a distance to collision and calculates a comfort braking time period before emergency braking would be required. This time period is divided into multiple intervals based on a number of thresholds, with braking force incrementally increased during each interval until reaching maximum braking power at emergency brake time. This progressive approach provides a smoother deceleration profile that enhances occupant comfort while still ensuring effective collision prevention.

Methods For Well Placement And Formation Properties Evaluation Using Drilling Vibration Data, Baker Hughes Company

Defensive Publications Series

During drilling operations of oil and gas wells, drill string vibrations are inevitable and considered one main reason of drilling malfunctioning and Bottom Hole Assembly (BHA) failures. Such vibrations can be produced by several factors such as downhole weight on bit, bit torque, bit revolutions, rate of penetration and bit axial acceleration. Another reason of drill string vibration is due transition in properties of formations that are being drilled such as in interbedded formations or stringer drilling scenarios. Currently, these vibrations are measured downhole via three-axis accelerometers which sense three basic modes; axial (longitudinal) mode, which is the vibration along …

Applying Enhanced Inclination/Azimuth Correction On Steering Unit Measurements, Baker Hughes Company

Defensive Publications Series

The proposed algorithm for correcting inclination/azimuth measurements from the steering unit reduces the noise significantly on both signals significantly by removing the static misalignment caused by gravity and the dynamic misalignment caused by the steer forces and steer vector.

Temple Of Terry: A Prime-Symbolic Knowledge Engine With Mermaid-To-Python Quantum Compiler, Fulton D. Bridwell, Fulton D. Bridwell

Defensive Publications Series

This invention presents a novel symbolic-intelligence system that combines prime-number-based concept compression, visual logic diagrams, and automated code synthesis into a single architecture. Each concept is assigned a prime identifier, and multi-dimensional ideas are expressed as factorizable composites (e.g., 613 = consciousness × genome × human-scale). This system is powered by a symbolic compiler that reads Mermaid-style visual flowcharts and generates optimized Python code through a multi-stage transformation process.

Key symbolic operators (Ξ, ∇, Φ, Ψ, etc.) represent universal principles such as consciousness, learning, structure, and energy. The engine runs this code in a quantum-style runtime that simulates parallel logic …

Improved Process For Preparation Of Crystalline Modification-I Of Riociguat, Anonymous

Defensive Publications Series

The present publication relates to a process for preparation of crystalline Modification-I of Riociguat.

Novel Process For The Preparation Of (R)-N-(5-(5-Ethyl-1,2,4-Oxadiazol-3-Yl) -2,3-Dihydro-1h-Inden-1-Yl)-1-Methyl-1h-Pyrazole-4-Carboxamide, Anonymous

Defensive Publications Series

Abstract:

The present invention relates to a novel process for the preparation of (R)-N-(5-(5-ethyl-1,2,4-oxadiazol-3-yl)-2,3-dihydro-1H-inden-1-yl)-1-methyl-1H-pyrazole-4-carboxamide, which is referred to as Aficamten and represented by the following structural formulae,

Formula-1

Improving Instruction Throughput By Stacking Instruction-Caching Hints, Na

Defensive Publications Series

A front-end stall in computing occurs when the processor is waiting for instructions to execute. Front-end stalls reduce instruction throughput and thereby negatively impact the performance of the processor. This disclosure describes techniques to improve instruction caching efficiency in processors by identifying instructions that are unlikely to be reused. The techniques can reduce the incidence of front-end stalls, thereby improving instruction throughput and processor performance. Per the techniques, the instruction set architecture (ISA) of the processor is extended with new hint instructions, e.g., a push hint and a pop hint. Instructions between the push hint and the pop hint are …

Hybrid Camera Aggregator Using Mipi Virtual Channels And Horizontal Stitching, Sam Li

Defensive Publications Series

A hybrid camera aggregation method includes receiving a set of cameras, where a synchronous subset of cameras in the set of cameras is of a same resolution, a data format, and a trigger and asynchronous cameras in the set of cameras includes individual cameras that are not of the same resolution, the data format, or the trigger, stitching camera frames in the synchronous subset of cameras to create a single super-frame, sending the single super-frame via a first stream that is assigned to a first virtual channel ID, and sending the individual cameras including an individual camera frame via a …

Bending And High Frequency Torsional Oscillations (Hfto) Resistant Driveshaft Connection Method For Bending And Hfto Resistant Drive Shaft Connection, Baker Hughes Company

Defensive Publications Series

Drilling in the US Permian Basin shale play showed that interbedded formations can lead to deflection and High Local Doglegs (HLD). The effects are deviations from the well plan and a negative impact on the electronics within the steering unit. As a countermeasure, a combination of a pin-down connection steering unit with a short box-up bit was developed, allowing a shorter bit to steering pad distance. Integration of the Drill Bit in the Tool Design allowing a much shorter distance. Results show fewer HLD occurrences and improved steering accuracy. Novel solutions have been developed by further design and assembly method …

Fish Farm And Associated Methods, Anonymous

Defensive Publications Series

Relates to a fish farm and associated methods, and particularly to methods for controlling water quality in a fish farm

Enhancing Ai-Generated Code Via Automated Evaluation And Validation, Edison Chen, Huai-Ya Chen, Sui Li, Qin Zhang, Diki Zhang, Stan Lin, Jiawen Chen, Taylor Lo, Poying Chuang

Defensive Publications Series

Software code generated via artificial intelligence (AI) models can potentially contain errors that can render AI-generated code unusable without expending significant manual effort to identify and rectify each issue. The need for human oversight can reduce the overall effectiveness of the software development and testing process. This disclosure describes automated techniques that incorporate feedback, external error information, and contextual awareness to improve the accuracy, reliability, and efficiency of AI-generated code. The iterative process involves code evaluation followed by script validation. The process generates feedback that provides clear and actionable input to the AI model to fix errors in previously generated …

Automatic Resolution Of Network Link Errors That Occur During Software Rollout, Na

Defensive Publications Series

It can be difficult to attribute network link errors that occur during software rollout to the old or new versions of the software. Reliable software rollout is important; yet network errors are costly to diagnose, and a new software rollout takes substantial time. This disclosure describes techniques to automatically diagnose network errors in a fleet of computers, to pinpoint the error to an old or a new software version, and to enable decision regarding whether to continue a software rollout or to abort it, e.g., rollback the new software version. Data from software stacks, error logs, network topology daemons, and …

Light Field Sensitive Polarization Detectors

Defensive Publications Series

Embodiments of light field sensitive polarization detectors are described herein. Prior methods for measuring the 3D profile of an object utilize the polarization properties of detected light, captured by intensity-only, RGB, or polarization-sensitive cameras. However, these methods require knowledge or assumptions of several parameters, including the polarization state of the scene illumination light, the spatial distribution of light sources, and the object's material properties. While existing techniques can provide a certain level of accuracy, they are limited by the need for additional information about the scene or light field properties to enhance the precision of reconstructions.

Accelerated Rack Deployment, N/A

Defensive Publications Series

Datacenter racks can be quickly and efficiently installed within a datacenter during the initial furnishing process. A modular conveyor system provides for semi-autonomous transportation of datacenter racks from loading docks to desired operating locations within the datacenter. Specifically, portable and modular conveyor systems are configured to connect and disconnect with one another such that an entire datacenter can be quickly filled with datacenter racks via the modular conveyor pathway. After the installation process, the modular conveyor system can be collected and transported to another datacenter with the process repeated. The increased speed at which racks can be deployed within a …

Ai-Enabled System For Efficient Data Storage, Debdeep Bandyopadhyay, Alok Roy, Prajna Shetty

Defensive Publications Series

The present disclosure relates to methods and systems for efficiently storing data based on reinforcement learning and actor-critic models. An agent, comprising a “chunking actor” and a “redundancy critic” can segment various types of computer files into “dynamic segments” and “redundant segments” and store those segments in a dynamic datastore and a redundant datastore respectively. In general terms, redundant segments can comprise segments of files that exist “redundantly” among multiple files stored by the system, such as header information. Dynamic data segments can comprise data segments that are unique or generally unique to their respective files. By identifying redundant data …

Deformation-Based Calibration For Ar/Vr/Xr Devices, Philip Brune, Luke Jia, Adrian Wong, Sean Yuan

Defensive Publications Series

Head-mounted augmented, virtual, and extended reality devices (AR/VR/XR HMDs, also known as smartglasses) are subject to deformation when worn by users. Deformation is a change in the device state or shape such that the device is no longer well described by factory calibration parameters to the detriment of user experience. This disclosure describes online or in-field calibration techniques to re-calibrate a head-mounted AR/VR/XR device in response to deformation. The techniques include determining the as-worn deformation state via device sensors and/or user input and updating the device calibration to compensate for the deformation. Updating device calibration entails determining calibration parameters as …

Semantic Speed-Up Of Audio And Video, Duc-Hieu Tran, Florian Hartmann

Defensive Publications Series

Speeding up video playback without taking into account the semantic context can result in degradation of audio and motion quality. This disclosure describes techniques that optimize audio and video playback by semantically analyzing content to selectively skip irrelevant segments. Audio and/or video content is segmented into temporal chunks, classified based on contextual importance using machine learning models, and adjusted according to a target playback speed. Content is smoothed for continuity and sped up at lower compression factors to maintain quality. Optionally, skipped but contextually significant segments are replaced with annotations or visual cues to preserve semantic coherence. The described techniques …