Mira is a decentralised verification network that converts AI outputs into discrete, machine-checkable claims and has independent, staked verifiers assess them. Results are aggregated into a cryptographically signed certificate that downstream systems can trust. MIRA is the unit that powers this process: clients pay fees in MIRA for verification; verifier nodes stake MIRA to access work; accurate performance earns rewards, while consistent deviation from consensus risks slashing. The design routes tasks to domain-specialised operators, ties economic value to real inference and reduces data exposure by sharding inputs into minimal claim fragments. Certificates can be consumed off-chain or anchored on-chain, enabling standardised proofs of verification across applications.
Mira is a decentralised verification network for AI outputs. It converts model outputs into discrete, machine-checkable claims, assigns those claims to independent verifier nodes, and aggregates their responses into a cryptographically signed certificate. Compute is linked to economic stake so nodes must perform real inference and maintain reliable behaviour. Privacy is preserved by sharding inputs into minimal claim fragments. A hybrid Proof-of-Work/Proof-of-Stake design aligns incentives for accurate verification and reduces random responses. The network can be integrated via SDKs and APIs.
MIRA is the unit that coordinates verification and incentives across the network:
Fees: clients pay in MIRA to have content verified and to receive a certificate attesting to the result.
Staking: verifier nodes post MIRA to participate; the stake underwrites behaviour and access to tasks.
Rewards & slashing: nodes that align with consensus earn MIRA; those that consistently deviate risk loss of stake.
Work markets: task selection and model specialisation are guided by rewards, pushing compute toward accurate, efficient verification.
Operationally, requests specify requirements such as confidence thresholds or domain. The coordinator decomposes the task into claims, dispatches them to staked verifiers, and tallies responses using a consensus rule. The resulting certificate can be consumed off-chain or anchored on-chain, enabling downstream systems to rely on a standard, signed proof of verification.
Mira was founded by Karan Sirdesai (co-founder & CEO), Ninad Naik (co-founder & COO) and Sidhartha Doddipalli (co-founder).