View source for A Global Network of Personal Knowledge Container

=Context=
Given the imminent waves of products and services based on the late-breaking Artificial Intelligence Generated Content(AIGC) technologies, the goal of protecting personal and organizational data sovereignty is becoming ever more challenging. To address this issue, I propose the following approaches:

=Goal=
Provide functionally equivalent data processing, machine learning, and social/smart contract verification and execution capabilities to all members in society.

=Success Criteria=
Allowing individuals and organizations of all levels of privileges to share a common data exchange protocol that enables fair and freewill participation.

=Inputs= 
#Provide a personalized cloud solution, namely [[Personal Knowledge Container]]([[PKC]]), which enables individuals and organizations to scale their data solutions from personal computing devices to high-end data centers.
#It is necessary to enable many instances of independently administrated, and geographically distributed [[PKC]]s, so that data and localized knowledge can be organized and curated based on individual and distributed wills. In other words, large-scale citizen participation across diverse locations and cultures is highly desired.
#Use of publicly known cryptographic data protection protocols and identity-protecting Smart Contract execution and Blockchain-based transaction services could help set up the initial platform. See [https://zenroom.org/ Zenroom] and [https://www.interfacerproject.eu/ The EU Interfacer Project].
#Provide public computing resources to filter and train publicly submitted data content to create diverse and highly functional [[Large Language Model]]s([[LLM]]s).
#Create a knowledge asset brokerage institution focused on creating, filtering, sharing, and buying/selling [[LLM]]s to businesses and individuals who require locally tailored or customized LLMs. Allowing small firms and individuals to participate in the design and composition of LLMs fosters system variety and a broader user base, which encourages freedom of expression.

=Activities=
#Develop and collect existing technical solutions to build the [[PKC]] and data protection infrastructures.
#Organize educational and promotional events to make these solutions and potential opportunities/threats known to a large number of people
#Encourage exchanges and interconnections between different [[PKC]]s, forming a larger computing network that becomes robust in a decentralized manner.
#Identify productive and rewarding data resources, algorithms, scientific concepts, and governance models to promote the sustainability of this global network.
=Outputs=
#Create a self-governing community of [[PKC]] operators, that shares and exchanges data and knowledge assets.
#Operate regular events to promote best-practices, and late-breaking approaches to better protect data sovereignty while uphold social justice.
#Initially, raw data collection, data cleasing, and [[LLM]] creation and certification using [[PKC]] will be the main services and products.
=Boundary Conditions=
#The proposal assumes that the existing blockchain and data center infrastructures can handle the demands of large-scale machine learning computation and data processing required for the proposed service, which may not be the case.
#The proposal does not address potential security and privacy concerns around the use of blockchain and Smart Contracts in the management of sensitive data assets.
#The proposal also assumes that there is a demand for custom-made or localized Large Language Models, and that organizations and individuals are willing to pay for them, which may not be the case.
- edited by Grammarly and Quillbot

Related thoughts: [[A Global Network of Personal Knowledge Container]]
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