# A Photonic Framework for Holographic Robotic Process Automation & Self-Assembly: Intelligent Reflecting Surfaces for Distributed Quantum Metacomputations in Cyberspace
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## Introduction:

The emergence of **econophysics** as a field of research has given rise to a new set of technologies and data-driven approaches that promise to **revolutionize robotic process automation** (RPA).

**Holographic RPA** is an **AI-driven** methodology that uses the principles of **photography and econophysics** to **identify patterns and correlations** between various **data sources**, making it a more efficient and effective alternative to **traditional coding**. This technology is used for various purposes, from preserving historical documents to **creating immersive experiences for gaming and entertainment**.

Traditional RPA relies heavily on **hard-coding** to **replicate human behavior** in a range of business contexts.
For example, **finance is being pixelized via RPA processes into Decentralized Finance** - but the RPA effort does not stop here: there is still room for **optimization** of processes down the line, even in a **synthetic-ready universe such as DeFi.**

The main challenge remains the decentralized format of the environment: *How to perform networked RPA on a decentralized software grid?*

## RPA for Decentralized Finance:

**Decentralized finance (DeFi)** is an emerging use case for RPA. RPA can automate specific processes within the DeFi space, including the **creation of intelligent contracts**, the handling of transactions, and the **management of digital assets**. This automation can make DeFi more **efficient**, **reduce operational risk, and provide a better user experience**.

RPA can also be used to develop **automated trading strategies**, enable **efficient liquidity management**, and enable users to **access different markets more quickly**. Additionally, RPA can **reduce the cost** of running DeFi applications and provide users with more **reliable** and **secure** services.

To **automate DeFi in an unbiased way**, **holographic RPA principles** are suggested, allowing the RPA feedback loops to be performed by **networks powered by DAOs, rather than individual entities**. This will allow to a **reduction of bias** and improve **continuity** in the RPA processes, offering a greater degree of **scalability**.

## Crowdsourced RPA-as-a-service via tokenized subscriptions:

Intelligent surfaces, also known as **reconfigurable intelligent surfaces** (RIS), enable technology for controlling radio signals between a transmitter and a receiver. RIS allows for ***dynamic and goal-oriented control of the wireless environment, turning it into a service***. This means that the transmitter and receiver communication can be adjusted according to specific needs.

The intelligent surfaces can increase the speed of data transmission, **reduce interference and noise**, and improve the connection's security by allowing **switchable encryption protocols**. RIS can also be used to optimize the power of the signals over a **longer distance** and to facilitate the integration of **multiple radio sources into an intelligent system**. This technology is becoming increasingly popular in various applications, including **5G, the Internet of Things (IoT), autonomous vehicles, and large-scale wireless networks for space applications.**

**RIS seeks to turn the wireless environment into a service**, and by doing so, facilitate the emergence of new applications such as **holographic robotic process automation via networked DAOs.** RIS technology can be used to **control the path of wireless signals and their power, phase, and other parameters.** This makes it possible to **shape the wireless environment in a way that is optimal for the signals of interest and to optimize the performance of communication systems by controlling the properties of the wireless environment.**

Such **networked service deliveries** can be tokenized, accessed, and monetized via a token structure.

## Generalization and system of units:

The *International System of Units (SI)* provides a **standardized** framework for **defining and measuring physical quantities** such as **length, time, and mass.**

While the SI is not explicitly designed for use in the digital or financial realms, its **standardization** and **uniformity** principles can be applied to regulation of cryptocurrencies and other digital assets. In the context of **cyberspace** as an **operational domain**, a **homogeneous international regulation** of cryptocurrencies would provide a transparent and **standardized** framework for market participants.

Having a coordinate system in the framework of cyberspace as an operational domain would mean that there would be a specific **set of rules** and regulations for the use and operation of cryptocurrencies. So far, this can be viewed as the **interoperable instructions encoded in self-enforcing smart contracts**.

## Businesses as a set of molecules:

Businesses can be viewed through an **econophysics framework** as a **set of molecules**. Each molecule is part of a **larger collective** and has an **impact** on the **overall structure**. This can be seen in business processes, which are the structures in which the molecules exist. **Business processes** are comprised of individuals, groups, and other entities that interact with each other and create the **complex network** of activities, resources, and outputs necessary for successful operations. By understanding the **interactions between molecules and the structures they create**, businesses can optimize their processes and **create more efficient systems.**

## Cameras:

**Digital transformation companies** typically take a **snapshot of a business**, which is then digitized to create a set of **building blocks** within a **user-friendly interface** for further **assembly**, **automation and natural language processing**.

RPA businesses can use the same **principle of lossless image compression** to speed up the transmission and minimize the **storage requirements of business processes**. By removing redundant information, such as pixels with similar colors or tones, the **size of the image file** is **reduced into a bitmap** while preserving all of the information contained within it.

## Noise cancelation technology:

**Holographic RPA** also helps to **reduce noise and bias within digital content**, ensuring accuracy and high quality of data. Additionally, it allows for the **re-composition of particles into different combinations in a lighter digital format**, making it easier to share and store. This makes holographic RPA a powerful tool for transforming analog content into digital content and more accurately and effectively preserving processes.

## Concentration bias mitigation via data funnel percolation:

The compression process removes **redundant information**, such as pixels with **similar colors or tones**, while preserving all of the important information within the image.
Holographic RPA can be used for many applications, from preserving historical documents to creating immersive video games and virtual reality experiences. Additionally, it helps **reduce noise and bias within digital content, ensuring accuracy and high data quality.**

## Lossless compression:

This process is useful for **preserving and transforming digital content** that can be used across **multiple digital devices**. Holographic RPA allows content to be quickly and accurately converted from **analog to digital**, making it easier to **share and store.** The converted digital files can also be easily edited and manipulated, giving more control over the content.

The goal of lossless image compression is to r**epresent the image signal with the *smallest possible number of bits***, while **preserving** all of the ***information contained within the image.***

## Unbiased holographs creation - windows to other formats & universe mapping:

Holographic RPA is a process that transforms **analog content into digital content**, allowing for the **re-composition of particles into different combinations in a lighter digital format**. This process is useful for preserving and transforming digital content that can be used across **multiple digital devices.**

For example, cryptocurrencies are digital assets that are **stored and exchanged** on **blockchain networks**, and smart contracts are computer programs executed on the blockchain to ensure **certain conditions are met**. These conditions can assign **weights** to specific cryptocurrencies, which can then be **projected onto an interface for easy visualization**. This could be thought of as a form of **holographic display**, allowing users to **visualize and understand the value of their digital asset holdings**, **perform metrology** and make more **informed decisions** about investing in cryptocurrency **back in the human language.**

## Building holographic screens to give realistic and unbiased estimates of the market portfolio:

The development of holographic screens to accurately capture the market portfolio could revolutionize how we study and analyze investment opportunities. It could allow us to **break free from the limitations of the traditional Capital Asset Pricing Model (CAPM)**, which has been unable to **accurately observe the market portfolio**. By **using a decentralized exchange**, the market portfolio can be observed **without bias**, and the results can be used to set **benchmarks, ensembles, and other core phenomena**.

**Holographic screens give us a window to observe the market portfolio in its entirety**. This could be used to maximize our returns on investments and help us understand the **core principles** behind the markets. Understanding how the market works enable investors to craft smarter investment strategies and maximize their profits.

## Quantum gravity in digitally-native free markets:

**Quantum gravity economics** is an emerging field that seeks to reconcile the two seemingly disparate theories of quantum mechanics and gravity. It is based on the idea that **gravity is the fundamental force that binds all matter together**, and that understanding its quantum origins may help us better understand the nature of the universe. Quantum gravity economics is a relatively new field that involves studying and applying the **quantum aspects of gravity to economics to understand how these forces may affect economic decisions and outcomes**. It is based on the idea that **gravity and quantum mechanics** may **interact** to **create a new set of rules** that could be used to **explain and predict economic behavior.** This field is still in its infancy and requires further research and development to fully understand its implications.

## Entropic quantum gravity:

The above-described concept of using a **holographic screen to capture images of the Market Portfolio** is based on [Verlinde's 2009 paper](https://arxiv.org/abs/1001.0785), which proposed that **gravity is an entropic force that arises from the statistical behavior of microscopic degrees of freedom encoded on a holographic screen.** This theory has been widely discussed and studied in the scientific community, and its results could help us understand the nature of gravity more comprehensively:

**Entropic quantum gravity** is a theory that combines **quantum mechanics and general relativity.** It suggests that gravity is caused by a **quantum entropic force**, which is an **emergent behavior** of **microscopic degrees of freedom**. In the framework of *decentralized Finance*, **entropic quantum gravity can be used to describe asset price movements in the blockchain market in terms of thermodynamics and probabilistic principles.** Specifically, this theory suggests that asset price movements are driven by a **combination of supply and demand, as well as the entropy of the blockchain system.**

Verlinde's entropic gravity theory provides an alternative explanation for the **emergence of gravity**, arguing that gravity is a consequence of a **change in entropy in the universe.** This theory states that gravity results from an **increase in the entropy** associated with the **information stored in the universe**, which can affect the **movement of matter and energy**. By **combining this theory with quantum mechanics**, Verlinde's entropic gravity theory provides a deeper understanding of the **origin and evolution of gravity in the universe.**

## Entropic gravity and self-assembly automation:

As Erik Verlinde proposed, Entropic gravity provides an **alternative explanation of gravity as a result of differences in information entropy in the universe.** According to this theory, gravity is a **result of the difference in the concentration of information between two masses and their surroundings.** This theory could have implications in the field of **software autonomous self-assembly**, as it suggests that **gravity could be used to cluster and assemble particles of software.** This could provide a **means for particles of software to autonomously self-assemble, allowing for the development of more complex software systems.**

Additionally, this theory could provide an **explanation for the formation of galaxies and planetary systems**, as entropic gravity could be used to **create the attractive force needed to bring particles** together following **quantum entropic gravity at the microscopic level and aggregate into the *Cosmic Web structure* following Newtonian rules in the *macroscopic domain*.**

## Reflective quantum computations for runaway reactions of self-assembly of autonomous applications:

Once the **snapshot is digitized**, the **automation process** begins. The digital transformation DAO works with the organization to identify the best processes to automate and then designs, develops, and tests the automation solution. This solution is then **integrated into the existing systems and data**, ensuring that the automation runs smoothly and efficiently. After the initial setup, the DAO provides ongoing maintenance by **releasing improved software versions regularly.**

The future of computing lies in the advancement of **quantum technology** as we move into the **digital age**. Recent breakthroughs in quantum computing have opened up new possibilities for researchers, leading to technological breakthroughs that were previously unimaginable. One of the more promising areas of research is that of **Reflective Quantum RPA** (RQRPA) computations in **cyberspace**.

RQRPA is a type of quantum computing involving an algorithm to store and manipulate complex data structures within a single quantum computer. This type of computation takes advantage of **reflection, entanglement, and superposition** to achieve accuracy and speed far greater than that of traditional computing methods. The ability to store complex data structures within a **single quantum computer** is one of the significant benefits of RQRPA, as it allows for the development of robust applications that can be used in **many different industries**.

Another advantage of **RQRPA** is that it is extremely **energy efficient** compared to traditional computing methods. As the **energy demands of modern computing systems continue to rise**, RQRPA can provide a much-needed solution regarding **energy efficiency**. This efficiency is achieved through the **manipulation of complex data structures** within a **single quantum computer**, meaning that processes that would normally require multiple computers can be completed within a **single-machine-logic, which intends to be distributed.**

Finally, RQRPA provides a significant level of security for users, as the **data stored within the quantum computer is extremely difficult to decode**. As a result, this type of computing can be used for applications that may require a high level of security, such as financial transactions, medical records, and military applications.

Overall, RQRPA is a promising area of research that has the potential to revolutionize the computing industry. By **utilizing the powerful capabilities of quantum computing**, researchers can develop applications that are both powerful and **energy efficient**. Additionally, RQRPA provides users with a **higher level of security than current standards**, making it an ideal option for applications that require a high degree of security. Through continued research and development, the possibilities of RQRPA are sure to increase, **leading to a brighter future of computing**.

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***Quote this document:*** A photonic framework for holographic Robotic Process Automation and Self-Assembly: Intelligent reflecting surfaces for distributed quantum computations in cyberspace (27.01.2023) HackMD. Jules Becci-Morin de la Rivière. Available at: https://hackmd.io/@RIXgTn-rRoasGOobdnzIGg/rymThFZ3o (Accessed: Month, Day, YYYY).

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