HOLOGRAM-SUPPORTED ARTIFICIAL INTELLIGENCE ADVISORY SYSTEM

Abstract

The invention relates to a hologram-supported artificial intelligence advisory system that analyzes audio input from the user to generate a privacy score (S), dynamically controls holographic imaging, acoustic propagation, and data processing parameters based on this score, and provides three-dimensional visual and directional audio outputs using a multi-module holographic infrastructure incorporating coherent light sources and spatial light modulators (SLM). Privacy is ensured at the technical level through data minimization and temporal data processing principles, and it is optimized through energy efficiency and task scheduling mechanisms.

Description

HOLOGRAM-SUPPORTED ARTIFICIAL INTELLIGENCE ADVISORY SYSTEM Technical Area Holographic imaging technologies use photonic light sources. natural language processing, voice interaction systems, and privacy-oriented data management areas including optical imaging parameters depending on content sensitivity, capable of dynamically controlling acoustic propagation characteristics and data processing processes. It involves an integrated hologram-supported artificial intelligence advisory system. The Invention's Infrastructure Today, digital consulting systems are used in healthcare, public institutions, and finance. widely used in fields such as the industry and corporate information management, These are systems that enable users to access information quickly. These systems are mostly Services are provided via screen-based kiosks, mobile applications, or web interfaces. This provides user interaction, generally through two-dimensional visual interfaces and limited features. This is accomplished through voice interaction modules. Natural language processing (natural) language processing (NLP), speech recognition, and text generation. User requests are analyzed using artificial intelligence techniques such as these, and based on this... Appropriate responses are being generated. However, the current systems are largely flawed. Most of them operate solely in the digital realm, and interact with the physical environment. capable of establishing itself, adapting to environmental conditions, or respecting user privacy. It does not have a structure that can be managed dynamically at the technical level. One of the most significant technical shortcomings in current kiosk and digital information systems is, The concept of privacy is mostly covered in written policies and procedures. This is to address sensitive personal matters, especially in areas like healthcare and public services. in environments where data is processed, and in the environment when users interact with the system. There is a risk of being heard or seen by third parties present. In systems, these risks are usually due to physical environmental arrangements or user 1. It is left to their behavior, and the system itself actively addresses this need for privacy. It does not manage it in this way. This situation increases users' tendency to share sensitive information. It reduces and limits the efficient use of systems. In addition, existing digital advisor systems use certain techniques during user interaction. Display technologies are mostly screen-based, and this means the user limiting the experience and creating a more natural, intuitive, and physical interaction environment. This prevents its creation. Holographic imaging technologies are at this point. It can emerge as an alternative solution, involving three-dimensional and physical perception. It can offer the possibility of close visualization. However, current holographic systems... a large part of them are complex optical arrangements, moving mechanical components (for example galvo mirrors, rotary diffusers or mechanical scanning systems) and high cost These systems include equipment. Such systems have maintenance requirements and sensitivity to vibration. and effective in large-scale applications due to problems such as limited scalability It cannot be used in this way. Holographic imaging technologies are based on the phase and amplitude of light. The control of amplitude properties is involved. For this purpose, spatial light modulators (spatial light modulators - SLM), metasurfaces, volume such as volume holographic diffusers and photonic integrated circuits Components are used. These technologies have been used since the mid-20th century. Semiconductor lasers are being developed, particularly in recent years, from vertically oriented surface-mounted lasers. light-emitting laser (VCSEL, vertical-cavity surface-emitting laser) sources and silicon With advancements in photonics (silicon photonics) infrastructure, more compact and energy-efficient solutions are being developed. It has become efficient. However, in current systems, these components are often... It is used as a single module and with a field of view (FOV). Resolution is limited by the physical limitations of the module used. The most important issue encountered, especially in large-scale holographic imaging systems One of the technical problems arises when multiple modules are run together. The problem that arises is phase mismatch. In current systems, modules Because coherent synchronization could not be achieved between them, image merging luminance discontinuities and image distortions at these points 2. This situation arises. This situation necessitates modular and scalable holographic systems. This makes development more difficult and limits the scope of use for existing solutions. With all of this in mind, when artificial intelligence-based systems are examined, it becomes clear that these systems... the vast majority of which focus solely on data analysis and output generation This is observed. Current artificial intelligence systems analyze the input received from the user. It produces an appropriate response, but how that response will be presented in the physical environment... It does not include any control mechanism. Especially voice interaction. In these systems, the beam angle or directivity of sound is constant, and in the medium There is a risk of it being overheard by other people present. Similarly, the screen In systems based on visual principles, the image can be viewed from every angle, and this is a visual issue. This creates a vulnerability in terms of privacy. Another significant shortcoming of current technologies is energy efficiency and process management. This is emerging in these areas. Artificial intelligence algorithms have high computational power. This requires and in current systems these processes are usually performed at fixed times or This is performed on fixed hardware. This leads to unnecessary energy consumption. and causes a decrease in system performance. Also, depending on the processing load The lack of dynamic task scheduling in the system This leads to a disadvantage in terms of sustainability. From a language and communication perspective, most existing systems use a limited number of languages. It fails to support and accurately perceive accent differences. This situation, This reduces the system's effectiveness, especially in multilingual and multicultural environments. Furthermore... Existing systems learn from users' past interactions to provide personalized solutions. It is also not sufficiently developed in terms of making suggestions. All these technical shortcomings and limitations described above can be overcome by hologram-supported artificial intelligence. This laid the groundwork for the development of the intelligence advisory system invention. Hologram The invention of an AI-powered advisory system utilizes holographic imaging technologies. artificial intelligence algorithms, natural language processing, voice interaction systems, and privacy a holistic system architecture integrating focused data management components It offers. 3. The basic working principle of the invention is the semantic analysis of content transmitted by the user. the analysis and the creation of a privacy score (S) as a result of this analysis This score is based on both the physical and digital parameters of the system dynamically. It is used as a main variable that controls this. In this context, Holographic image field of view (FOV), acoustic dispersion angle (θaudio), data storage Retention time and processing times are simultaneously included in this score. It is adjusted accordingly. The holographic imaging system used within the scope of the invention includes a movable optical component. It has a full solid-state structure. In this system, multiple holographic The modules work together to create a single unified image, and between the modules... A continuous image is obtained by ensuring coherent phase synchronization. This Thanks to this approach, scalability problems encountered in existing systems are solved. are being eliminated and wider image areas are being obtained with high resolution. It is possible. Hologram-supported AI advisory system is one of the most important innovations of the invention. One is that information generated by artificial intelligence should not be presented solely as digital output, It also controls image and sound parameters in the physical environment. This allows the system to adapt itself according to user interaction, both physically and... It is becoming a smart structure that unites the digital world. Furthermore, the invention adopts the "privacy-by-design" approach. by adopting data minimization, ephemeral data processing, Integrating mechanisms such as automatic data deletion and anonymization into the system architecture. This ensures compliance with both the Turkish Personal Data Protection Law (KVKK) and international data protection regulations. The compatibility is ensured at the technical level. From an energy efficiency perspective, the invention is a low-energy photonic laser-based device. It uses consumable optical components and dynamic task scheduling based on the processing load. It optimizes total energy consumption using algorithms. This approach is particularly important. It saves energy and reduces carbon footprint in intensive usage scenarios. It contributes to its reduction. 4. In conclusion, the invention of a hologram-supported artificial intelligence advisory system exists. holographic imaging systems and AI-based advisory systems eliminating its shortcomings, being privacy-focused, energy-efficient, scalable, and It offers an innovative technical solution that enables physical-digital integration. The invention It offers significant advantages both technically and commercially, especially in sensitive areas. to ensure secure and effective user interaction in data processing environments It aims to... Disclosure of the Invention This detailed explanation relates to a hologram-supported AI advisory system, purely for the purpose of better understanding the subject and without any limiting influence. It is explained in a way that will not create a problem. The invention in question; • at least one proximity sensor that detects when a user approaches the system (proximity sensor) or motion sensor, user enabling interaction to be initiated, receiving user input, and User-system interface that provides visual presentation of system outputs. Interaction interface unit, • at least one device that enables the reception of voice input from the user. containing multiple microphones, converting the received analog audio signals into digital data. converting, noise reduction, echo cancellation cancellation) and signal enhancement processes the sound acquisition and preprocessing unit that performs this, • Speech recognition on digital data obtained from the sound pickup unit (speech recognition), language detection, and accent analysis The central processing unit (CPU) performs (accent recognition) operations for this purpose. (CPU), graphics processor (GPU), and artificial intelligence accelerators (AI accelerators) speech processing unit, • Natural language processing that analyzes textual data obtained from the user content that uses (natural language processing – NLP) algorithms content analytics that classifies and produces a privacy score (S) classification unit, • Privacy score generated by the content analysis and classification unit (S) depending on the optical, acoustic and data processing parameters of the system the central unit that determines, containing the central processing unit (CPU) and memory unit (RAM). control and decision-making unit • holographic according to control signals generated by the central control unit The field of view (FOV) adjusts the viewing parameters. Optical control that dynamically regulates brightness and image intensity. unit, • Laser diode that provides coherent light production, vertically spaced. vertical-cavity surface-emitting laser (VCSEL) Light generation unit containing a photonic light source, • Distribution of light obtained from the light generation unit among the modules optical fibers, waveguides, and Optical distribution network containing silicon photonics components, • each operating independently, performing phase and amplitude modulation, spatial light modulator (SLM), metasurface (metasurface) and holographic containing equivalent solid-state optical modulator. display modules, • Multiple holographic imaging modules can operate together a reference laser signal that maintains phase matching between modules. and coherent phase between holographic modules containing timing circuits synchronization unit (inter-tile coherent synchronization unit), • potential image distortions that may occur between holographic modules and at least one camera and optics that detect brightness differences feedback sensor unit containing sensor, • analyzes image data obtained from the feedback sensor unit, Calculates the phase difference between modules and Δφᵢ(t) phase correction signals producing calibration and phase correction, which includes a processor (CPU / GPU) for this purpose. unit, • Sound dispersion angle (θaudio) depending on the privacy score (S) Digital signal processing (DSP) units that adjust and provide directional sound reproduction. acoustic control unit, 6. • Working in conjunction with an acoustic control unit, it directs sound waves in a specific direction. By concentrating it, it prevents unwanted spread in the environment. directional speaker or parametric speaker audio output unit containing a speaker, • data minimization during user data processing (minimization), purpose limitation, and storage duration data processing software and temporary memory units that provide control Data management unit containing (volatile memory) • to automatically delete user data after a certain period of time or anonymizing, data deletion algorithms and storage Data storage and destruction mechanism including storage units, • Authentication and authorization of users accessing the system providing security module, encryption unit and access control Security and access control unit including software, • central processing unit that enables the execution of artificial intelligence algorithms (CPU), graphics processor (GPU), artificial intelligence accelerator (AI accelerator) and Computing unit including data storage unit, • at least one energy monitoring system that tracks processing load and optimizes energy consumption. energy and workload including energy sensors and control algorithm management unit • Presents the user with holographic and audio outputs generated by the system, It also includes an output and feedback unit that receives feedback from the user. • network card, which enables the system to exchange data with external systems. interface card), wireless communication modules (Wi-Fi, Bluetooth) and data transmission Data communication interface including protocols, • system data on local servers or cloud computing Server and remote access layer that enables storage in their infrastructure, • Application programming interface that enables integration with external software. (Application Programming Interface – API), • Provides fixing for optical, electronic and mechanical components in my system, an enclosed system that isolates external light, reduces vibrations, and protects the system. It consists of body and casing structure parts. 7 How a hologram-supported AI advisory system works; • system startup, user detection and interaction environment preparation process,  The proximity sensor detects when the user approaches the system area. detection via a sensor or motion sensor,  Activating the user-system interaction interface unit,  Preparing system components and initial calibration carrying out the operations,  Initial phase of holographic imaging modules and optical distribution network synchronization is performed  System operation by the central control and decision-making unit setting the parameters to their default values • the process of receiving and preprocessing voice input from the user to be carried out,  the user's voice commands are transmitted via the microphone taking,  Converting the received analog audio signal into digital data,  noise reduction, echo cancellation and Implementing signal enhancement processes,  Normalizing the audio data and converting it to a suitable format for speech recognition. transformation, • the process of processing audio data and obtaining text-based data to be done,  speech recognition using speech recognition algorithms converting data to text,  language detection and accent recognition carrying out the operations,  Optimizing the data processing process by selecting the appropriate language model, • Analyzing user requests and creating a privacy score execution of the process,  Natural language processing (NLP) techniques semantic analysis of text data using, 8  Classification of user requests (information request, transaction request, sensitive data) (including request)  Creating a privacy score (S) based on the sensitivity level of the content,  Transmission of the privacy score to the central control unit, • Determining system parameters based on privacy score the execution of the process,  Holographic imaging based on privacy score (S) Determining the parameters (FOV, brightness distribution),  acoustic propagation angle (θaudio) and sound direction parameters adjustment,  Data retention period and data processing method determination of parameters  Transmission of control signals related to system components to the relevant units, • Creating and presenting the holographic image,  Optical distribution network of light produced by a coherent light source transmitted to holographic modules via,  Light through spatial light modulators (SLM) or metasurfaces Implementing phase and amplitude modulation,  Simultaneous operation of multiple holographic modules and intermodular operation Ensuring coherent phase synchronization,  A single holographic image through the combined operation of the modules creation,  Presenting the generated holographic output to the user in three dimensions, • Monitoring phase alignment between modules and calibration procedures to be done,  The boundary regions between holographic modules are camera or monitoring via optical sensors  By analyzing feedback data, differences in brightness and phase are determined. detecting deviations,  Calculation of phase correction values ​​Δφᵢ(t) for each module,  Implementation of phase corrections using a closed-loop control mechanism and ensuring image continuity, • the process of generating and directing acoustic output to be carried out, 9  acoustic parameters determined by the central control unit transmitted to the acoustic control unit,  Digital audio data via directional speaker or parametric transmitted through a loudspeaker,  Sound waves are concentrated within a specific angle, allowing third parties to... preventing it from being heard by them, • Performing the process of generating personalized output for the user,  Analysis of past case and scenario data,  Creating suggestions and guidance that are appropriate to the user's request,  Presenting the output to the user in holographic and / or audio format, • performing data management and privacy processes,  Data minimization principle for user data processing in accordance with  Only the necessary data should be used by the system,  Data retention period is determined based on the privacy score,  Data persistence through ephemeral processing restriction,  Deleting or anonymizing data at the end of the session to be carried out, • Implementing energy management and process optimization processes,  Monitoring system processing load,  Task planning in accordance with the energy availability function E(t) to be done, • Performing system security, data transmission and integration processes,  Implementation of data encryption,  Authorizing and monitoring user access,  The transactions performed are recorded in the audit log taking,  data transferred to a local server or cloud computing environment transfer,  Application programming interface for data sharing with external systems (Application Programming Interface – API) to be carried out, • terminating the session and returning the system to its initial state the process to be carried out  System session after user interaction is complete closure,  Deactivating active modules and switching to energy saving mode passing,  Preparing system components for next use It includes the steps involved in the process. The invention is derived from the semantic analysis of user-transmitted content. There is a deterministic relationship between the privacy score (S) and physical and digital system parameters. It is structured to establish a mapping relationship. This mapping; Holographic imaging field of view (FOV), acoustic dispersion angle (θaudio), data The retention period and the process that determines how the processing steps are carried out. It provides simultaneous and dynamic control over the parameters (Mprocessing). This structure can be measured not only at the data processing level, but also directly in the physical environment. It creates a system-level orchestration mechanism that produces technical effects. Furthermore, the invention allows viewing only in accordance with the privacy score (S). not limited to adjusting parameters, but also holographic imaging It also allows the active / passive status of the modules to be determined dynamically. In this context, the system is structured with multiple holographic modules, with specific modules By disabling it, it selects the active module subset (Π_active), and thus This approach reduces the physical imaging field at the hardware level. Physical control of optical power distribution instead of software masking By providing this, it contributes to increasing visual privacy. In addition to all this, semantic triggering was carried out within the scope of the invention. Parameter control produces measurable technical effects in the physical environment. This In this context, as the privacy score increases, the holographic image becomes more visible. By narrowing the field of view, a reduction in off-axis brightness (luminance) levels is achieved. reducing the acoustic propagation angle and the external sound pressure level data retention periods are being reduced, thereby decreasing data persistence, and Optimizing total energy consumption through dynamic planning of process steps. 11 are being investigated. These effects are not only software-related but also physical and measurable. It demonstrates that it offers a technical solution that produces outputs. In a multimodule holographic imaging structure, at the junction areas between modules to prevent possible brightness distortions and image discontinuities The invention's system is a control that monitors and analyzes boundary (joint) regions. It includes a mechanism. This mechanism uses feedback obtained from sensors. Time-varying phase correction terms Δφᵢ(t) for each module based on the data It manufactures and implements it using a closed-loop control algorithm. In this way... Intermodule luminance continuity is ensured and a combined holographic image is obtained. Visual integrity is preserved. Holographic technology is used in the invention of a hologram-supported artificial intelligence advisory system. In the visualization infrastructure, a common module is used to ensure inter-module coherence. Light derived from a coherent light source is distributed to all modules via an optical distribution network. This is ensured by using a laser diode or VCSEL-based seed. (reference) using a light source, optical fibers, waveguides and / or silicon Phase-coherent light distribution is achieved through photonic distribution structures. This The approach ensures the preservation of phase coherence between modules and high-quality integrated design. It makes it possible to obtain holographic images. The invention does not rely on the protection of individual hardware components, but rather on the user The semantic analysis of the input results in a dynamic analysis of the system's physical and digital behavior. It offers a holistic control architecture that defines the system as follows: A behavior that simultaneously manages optical, acoustic, and data processing layers. It includes an orchestration structure based on different hardware. It provides a general technical solution that can be adapted to their configurations. Within the scope of the invention, data processing processes include only data storage and deletion operations. not limited to, but entirely ephemeral data processing This is carried out via a data pipeline designed according to this principle. In this context, user data is stored in temporary memory units during the process, Once the process is complete, it is automatically deleted or anonymized. 12 This structure systematically limits data persistence, improving both security and... It provides a technical advantage in terms of privacy. All technical and other specifications mentioned in each request are followed by a reference number. This reference number is provided solely to facilitate understanding of the requests. They have been used, therefore this reference number is for illustrative purposes only. It should not be assumed that the scope of the element indicated is limited. A technical expert can assess the novelty of the invention and similar structures. by using and / or this structure in the relevant technique It is clear that this can be applied to other fields with similar purposes. Therefore, such a It is also obvious that these structures will lack the criterion of surpassing innovation. 13

Claims

1. The invention relates to a hologram-supported artificial intelligence advisory system, the feature of which is; • at least one proximity sensor that detects when a user approaches the system (proximity sensor) or motion sensor, user enabling interaction to be initiated, receiving user input, and User-system interface that provides visual presentation of system outputs. Interaction interface unit, • at least one device that enables the reception of voice input from the user. containing multiple microphones, converting the received analog audio signals into digital data. converting, noise reduction, echo cancellation cancellation) and signal enhancement processes the sound acquisition and preprocessing unit that performs this, • Speech recognition on digital data obtained from the sound pickup unit (speech recognition), language detection, and accent analysis The central processing unit (CPU) performs (accent recognition) operations for this purpose. (CPU), graphics processor (GPU), and artificial intelligence accelerators (AI accelerators) speech processing unit, • Natural language processing that analyzes textual data obtained from the user content that uses (natural language processing – NLP) algorithms content analytics that classifies and produces a privacy score (S) classification unit, • Privacy score generated by the content analysis and classification unit (S) depending on the optical, acoustic and data processing parameters of the system the central unit that determines, containing the central processing unit (CPU) and memory unit (RAM). control and decision-making unit • holographic according to control signals generated by the central control unit The field of view (FOV) adjusts the viewing parameters. Optical control that dynamically regulates brightness and image intensity. unit, • Laser diode that provides coherent light production, vertically spaced. vertical-cavity surface-emitting laser (VCSEL) Light generation unit containing a photonic light source, 14 • Distribution of light obtained from the light generation unit among the modules optical fibers, waveguides, and Optical distribution network containing silicon photonics components, • each operating independently, performing phase and amplitude modulation, spatial light modulator (SLM), metasurface (metasurface) and holographic containing equivalent solid-state optical modulator. display modules, • Multiple holographic imaging modules can operate together a reference laser signal that maintains phase matching between modules. and coherent phase between holographic modules containing timing circuits synchronization unit (inter-tile coherent synchronization unit), • potential image distortions that may occur between holographic modules and at least one camera and optics that detect brightness differences feedback sensor unit containing sensor, • analyzes image data obtained from the feedback sensor unit, Calculates the phase difference between modules and Δφᵢ(t) phase correction signals producing calibration and phase correction, which includes a processor (CPU / GPU) for this purpose. unit, • Sound dispersion angle (θaudio) depending on the privacy score (S) Digital signal processing (DSP) units that adjust and provide directional sound reproduction. acoustic control unit, • Works in conjunction with an acoustic control unit, directing sound waves in a specific direction. By concentrating it, it prevents unwanted spread in the environment. directional speaker or parametric speaker audio output unit containing a speaker, • data minimization during user data processing (minimization), purpose limitation, and storage duration data processing software and temporary memory units that provide control Data management unit containing (volatile memory) • to automatically delete user data after a certain period of time or anonymizing, data deletion algorithms and storage Data storage and destruction mechanism including storage units, • Authentication and authorization of users accessing the system providing security module, encryption unit and access control Security and access control unit including software, • central processing unit that enables the execution of artificial intelligence algorithms (CPU), graphics processor (GPU), artificial intelligence accelerator (AI accelerator) and Computing unit including data storage unit, • at least one energy monitoring system that tracks processing load and optimizes energy consumption. energy and workload including energy sensors and control algorithm management unit • Presents the user with holographic and audio outputs generated by the system, It also includes an output and feedback unit that receives feedback from the user. • network card, which enables the system to exchange data with external systems. interface card), wireless communication modules (Wi-Fi, Bluetooth) and data transmission Data communication interface including protocols, • system data on local servers or cloud computing Server and remote access layer that enables storage in their infrastructure, • Application programming interface that enables integration with external software. (Application Programming Interface – API), • Provides fixing for optical, electronic and mechanical components in my system, an enclosed system that isolates external light, reduces vibrations, and protects the system. It consists of body and casing structure parts.

2. The invention relates to the working method of a hologram-supported artificial intelligence advisory system. related to; its characteristic is; • system startup, user detection and interaction environment preparation process,  The proximity sensor detects when the user approaches the system area. detection via a sensor or motion sensor,  Activating the user-system interaction interface unit,  Preparing system components and initial calibration carrying out the operations,  Initial phase of holographic imaging modules and optical distribution network synchronization is performed 16  System operation by the central control and decision-making unit setting the parameters to their default values • the process of receiving and preprocessing voice input from the user to be carried out,  the user's voice commands are transmitted via the microphone taking,  Converting the received analog audio signal into digital data,  noise reduction, echo cancellation and Implementing signal enhancement processes,  Normalizing the audio data and converting it to a suitable format for speech recognition. transformation, • the process of processing audio data and obtaining text-based data to be done,  speech recognition using speech recognition algorithms converting data to text,  language detection and accent recognition carrying out the operations,  Optimizing the data processing process by selecting the appropriate language model, • Analyzing user requests and creating a privacy score execution of the process,  Natural language processing (NLP) techniques semantic analysis of text data using,  Classification of user requests (information request, transaction request, sensitive data) (including request)  Creating a privacy score (S) based on the sensitivity level of the content,  Transmission of the privacy score to the central control unit, • Determining system parameters based on privacy score the execution of the process,  Holographic imaging based on privacy score (S) Determining the parameters (FOV, brightness distribution),  acoustic propagation angle (θaudio) and sound direction parameters adjustment,  Data retention period and data processing method determination of parameters 17  Transmission of control signals related to system components to the relevant units, • Creating and presenting the holographic image,  Optical distribution network of light produced by a coherent light source transmitted to holographic modules via,  Light through spatial light modulators (SLM) or metasurfaces Implementing phase and amplitude modulation,  Simultaneous operation of multiple holographic modules and intermodular operation Ensuring coherent phase synchronization,  A single holographic image through the combined operation of the modules creation,  Presenting the generated holographic output to the user in three dimensions, • Monitoring phase alignment between modules and calibration procedures to be done,  The boundary regions between holographic modules are camera or monitoring via optical sensors  By analyzing feedback data, differences in brightness and phase are determined. detecting deviations,  Calculation of phase correction values ​​Δφᵢ(t) for each module,  Implementation of phase corrections using a closed-loop control mechanism and ensuring image continuity, • the process of generating and directing acoustic output to be carried out,  acoustic parameters determined by the central control unit transmitted to the acoustic control unit,  Digital audio data via directional speaker or parametric transmitted through a loudspeaker,  Sound waves are concentrated within a specific angle, allowing third parties to... preventing it from being heard by them, • Performing the process of generating personalized output for the user,  Analysis of past case and scenario data,  Creating suggestions and guidance that are appropriate to the user's request,  Presenting the output to the user in holographic and / or audio format, • performing data management and privacy processes, 18  Data minimization principle for user data processing in accordance with  Only the necessary data should be used by the system,  Data retention period is determined based on the privacy score,  Data persistence through ephemeral processing restriction,  Deleting or anonymizing data at the end of the session to be carried out, • Implementing energy management and process optimization processes,  Monitoring system processing load,  Task planning in accordance with the energy availability function E(t) to be done, • Performing system security, data transmission and integration processes,  Implementation of data encryption,  Authorizing and monitoring user access,  The transactions performed are recorded in the audit log taking,  data transferred to a local server or cloud computing environment transfer,  Application programming interface for data sharing with external systems (Application Programming Interface – API) to be carried out, • terminating the session and returning the system to its initial state the process to be carried out  System session after user interaction is complete closure,  Deactivating active modules and switching to energy saving mode passing,  Preparing system components for next use It includes the steps of the process.

3. The invention relates to the working method of a hologram-assisted artificial intelligence advisory system. related to; its characteristic is; 19. • Performing a semantic analysis of the content submitted by the user and this Creating a privacy score (S) as a result of the analysis,  Natural language processing (NLP) techniques Analyzing user input using,  Privacy score (S) according to the sensitivity level of the content calculation, • A deterministic relationship exists between the privacy score (S) and the system parameters. Establishing mapping,  privacy score of holographic imaging field of view (FOV) adjustable depending on the situation  Dynamic determination of the acoustic propagation angle (θaudio),  Data retention period and data processing method Determining the parameters of (Mprocessing), • Holographic display modules depending on the privacy score (S) Determining active / passive statuses,  active module subset among multiple holographic modules Selecting (Π_active),  Physically viewing the area through the selected modules restriction, • Ensuring image continuity in a multimodule holographic system,  Monitoring of intermodule connection areas,  Detection of brightness differences and phase deviations,  Calculation of phase correction values ​​Δφᵢ(t) for each module,  Phase corrections with a closed-loop control mechanism implementation, • Ensuring coherent light distribution in holographic imaging systems,  a common laser diode or VCSEL-based reference light source usage,  Light is transmitted to modules via optical fibers and waveguides distribution,  Maintaining phase coherence between modules, • data processing processes ephemeral data processing to be carried out according to the principle,  User data is stored in temporary memory units,  Deletion of data after the process is complete or It includes the steps involved in the anonymization process. 21