Pallium Network: distributed computation network for machine learning

Hello elixers,

Pallium Network is the distributed computation network for machine learning. Like any distributed network, Pallium Network has an increased computer performance: large tasks are split into smaller ones and at the same time processed in the variety of nodes. Dispersed architecture and no centre in the distributed network increase its fault tolerance and enhance the scaling capabilities to gain performance.
The network of Pallium Network is decentralized, self-organized and it develops the ecosystem where all processes and events take place among its participants and are regulated directly by them. The decentralization of the Pallium network allows neutralizing mistakes and abuse of the centrally managed networks and adjusting the rights of all its participants.
The Pallium network is capable of solving the tasks of any complexity and scale. The main mission of Pallium Network is to promote the development of artificial intelligence and machine learning.
One of the basic concepts of Pallium Network is agent-oriented approach. Autonomous Intelligent Agent (AIA) is the program component of the Pallium network, executing the assigned task. The agent interacts with the network, receiving data that reflects the events in the network, interpreting them and creating new ones.
The communication between the agents is performed by delivering messages through channels and transactions. The agent’s independence and intelligence are determined by its inner decision-making system which can be based on simple algorithms and complex ML-models both. The agent has its balance and competency (possibility and ability to solve the assigned task).
Each agent has the owner that defines the agent’s competence, choosing methods for solving.
The participants of Pallium Network create the market of computing resources and competences with help of agents. Sales and purchase of data and computing resources, agent’s competences, rights to agent’s possession are available to the market participants. Any of the market participants can perform one or a number of functions: to be a provider and (or) a consumer of the computing and information resources and agents’ competences. The participants implement their functions with help of agents. The market, organized by the participants, establishes the decentralized economics of the project, which is regulated by the blockchain technology.

We are open for cooperation with AI teams and developers. If your project needs additional computation resources or you are interested in testing our network or launching a common pilot project, feel free to contact us:


This looks awesome :slight_smile:


Just out of curiosity how much computation power can we expect from this network?

Unfortunately, it’s hard to calculate because this is a free market of computation resources and the Network computation power depends on demand and offer. As of now, over 2 million GPUs are used only for Ethereum mining. After consensus transfer from PoW to PoS it’s possible to expect a significant number of unused computation resources. We are also expecting that Intelligence Processing Unit will be developing in the nearest future as its application may substantially increase the Network productivity.