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Kleros (PNK) is a decentralized dispute resolution project that launched in July 2018. It is an open-source online dispute resolution protocol that uses blockchain and crowdsourcing to adjudicate disputes fairly.

Kleros offers a middleman service for decentralized applications (DApps) and their users. If the service provided by the application does not create a dispute, Kleros acts as a trustless third-party service for payment.

When a dispute does occur, however, each party can apply for arbitration through the Kleros arbitrators that are selected from the owners of PNK tokens. PNK is an Ethereum-based ERC-20 utility token with a fixed supply.

At this point, the jurors can make a decision that will favor either party. The arbitration fees are distributed to all arbitrators in the form of ETH; jurors who have issued a minority decision lose part of their PNK tokens for the benefit of the majority of jurors. This decision can be appealed, at a cost. The stated mission of Kleros is to offer easier access to justice and improve individual freedom.

Kleros charges a cost that is payable in ETH and is provided by the parties to the dispute or drawn from the funds previously locked in escrow.

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eated by Pundi X in 2024, Pundi AI democratizes artificial intelligence development through a decentralized suite of tools. It offers services ranging from an omnilayer, data tagging and annotation platform, AI agents to an AI marketplace for trading of data.

Pundi AI suite of tools:

Pundi AI Data platform

Pundi AIFX Omnilayer

Pundi AI Data Marketplace (coming soon)

Pundi AI MM Agent

The Pundi AI Data platform provides professional data, labeling and annotation services, ensuring AI data remains open and accessible to all. Decentralized users can participate in tag-and-earn of data and contribute to the advancement of AI.

Powered by the Pundi AI omnichain layer, activities are securely recorded on-chain and integrated with IPFS and various blockchains, paving the way for a decentralized data exchange. With PURSE+ browser plugin on x.com, users can actively contribute by tagging and annotating data for social AI, fostering a more participatory ecosystem.

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