As the AI industry grows, the number of "hallucinated" (confident yet false) statements generated by AI models is increasing. Additionally, AI systems lack transparency, meaning a user cannot see how an AI model+ arrived at a particular output. Mira aims to solve these problems by providing a decentralized infrastructure that facilitates a "court of truth"-a means of verifying the accuracy of AI output before it is sent to users.
To accomplish this, the following technical pillars form the basis for Mira's framework:
* Claim Decomposition-Each time an AI model generates a response, the Mira framework will decompose that response into individual factually verifiable claims so those claims can be verified.
* Multi-Model Consensus-Once claims have been decomposed, Mira will send them to a network of independent nodes for verification; each node will utilize a different AI model to cross-verify claims.
* Cryptographic Certification-Once there is a consensus across nodes about the validity of the claims, an unalterable audit trail of the AI's accuracy will be created by digitally signing the claims and recording that signature on-chain.
* Economic Security-For nodes to participate in the network, they must stake $MIRA tokens. Nodes that provide false or lazy verification will have their stake "slashed" as a punishment, thus keeping the network honest.
Importance for Traders & Creators:
For web-based development/companies who want to use Mira’s provided software development kits (SDKs) and application programming interfaces (APIs) give integration of what we term as trust score, examples for this include.
AI Trading Signal: Verifying that working with actual real world data, rather than working off unreliable modelling by inputting them into their databases, and providing filter within their ability to offer accurate signals to their clientele.
Content Platforms: Providing a means to filter out AI generated misinformation from content platforms.
DeFi Agents: Being able to see reports generated from AI based agents based upon on-chain verifiable and off-chain verifiable datasets.
Next Step to Engage Klok AI app and Interaction:
Klok AI provides the “real-time” chat interface for interacting with the Mira ecosystem, to view verification activity as you observe it occur. 
