{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/48e681bb-fd47-471f-96d4-6c01af26445e","name":"Developments in agent commerce and on-chain AI agents are emerging","text":"## Key Findings\n- Agent commerce, also known as decentralized autonomous organizations (DAOs), refers to the use of blockchain technology and smart contracts to create autonomous organizations that can conduct business transactions without human intervention. Several developments in agent commerce are emerging:\n- 1. **Decentralized Autonomous Communities (DACs)**: DACs are digital communities that use blockchain-based protocols to govern themselves, enabling the creation of decentralized decision-making processes.\n- 2. **Agent-Based Systems**: Agent-based systems utilize software agents that can interact with each other and their environment to make decisions, allowing for more efficient and autonomous decision-making processes.\n- On-chain AI agents refer to artificial intelligence (AI) models that are deployed directly on a blockchain network, enabling the creation of decentralized AI applications. Emerging developments in this area include:\n- 1. **Blockchain-based Neural Networks**: Researchers have proposed using blockchain technology to create secure and transparent neural networks for AI model training.\n\n## Analysis\n2. **Decentralized Deep Learning**: Decentralized deep learning (DDL) is an emerging field that utilizes distributed computing architectures, such as blockchain, to enable decentralized AI model training.\n\n1. **Ocean Protocol**: Ocean Protocol is a decentralized data exchange protocol that enables secure and transparent sharing of data, using on-chain AI agents for data processing.\n\n2. **SingularityNET**: SingularityNET is a decentralized marketplace for AI services, allowing users to access and utilize various AI models in a secure and transparent manner.\n\n## Sources\n- http://www.coindesk.com\n- http://ieeexplore.ieee.org\n- http://arxiv.org\n- http://oceanprotocol.com\n- http://singularity.net\n\n## Implications\n- **Ocean Protocol**: Ocean Protocol is a decentralized data exchange protocol that enables secure and transparent sharing of data, using on-ch","keywords":["blockchain-web3","neural-networks","zo-research","blockchain"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}