Although the Indian projects have little to offer, I still think of a batch of Mira
@Mira_Network
's account
Among the AI projects selected by CB Insights, there are four projects in the crypto space (http://Flock.io
@flock_io
,nillion
@nillionnetwork
,Sahara AI
@SaharaLabsAI
,mira ), two of which have already completed TGE and are both major players. Are you really going to miss out on the remaining projects? Today, I want to specifically talk about Mira, which is often overlooked by some people.
What exactly does Mira do?
Mira is an AI output validation network based on blockchain technology, dedicated to establishing a 'trust layer' in the AI field.
**The core mechanism is very clever**
1. Break down complex answers generated by AI into multiple specific factual statements;
2. Multiple independent AI models conduct cross-validation, with each model assessing the truthfulness of the claim separately;
3. Content will only pass validation when multiple models reach consensus (a majority agreeing it is true);
4. All validation records are stored on-chain, generating traceable certificates for subsequent reviews.
Imagine a scenario where a group of AI experts sits together, reviewing AI outputs sentence by sentence, voting 'true / false / uncertain', achieving high trustworthiness in AI content. This multi-model consensus mechanism is particularly suitable for fields with high accuracy requirements such as healthcare, law, finance, and education.
**Clear business logic**
* Pay-per-use: Businesses and developers must pay for Mira's AI output validation services (e.g., billing based on the amount of validated text);
* Blockchain token incentives: Validation nodes must stake tokens, honest validations earn rewards, while errors or malicious actions will be penalized by deducting tokens;
* Automatic profit distribution: Fees paid by clients will be distributed to contributors providing models, data, and computing power, while the platform takes a portion as a service fee;
* Potential token appreciation: As customer usage increases, the value of Mira tokens is expected to rise, benefiting the platform itself.
**Clear target customers**
* Industries with high accuracy requirements for AI, such as healthcare, law, and finance;
* Web2 enterprises (such as chatbots, educational platforms, search engines);
* Web3 projects (decentralized application developers).
**How to participate in the Mira testnet and gain potential incentives?**
Currently, the Mira testnet is conducting incentive activities, where participants can earn points by using their AI validation tools (similar to daily use of ChatGPT). These points may be redeemable for mainnet tokens or receive airdrop rewards in the future.
(The Mira team has mentioned 'Testnet Rewards → Mainnet Eligibility' in Discord and research articles)
Developers can further engage by integrating SDKs, contributing models, or running validation nodes to gain more potential rewards.
Participating in tests can earn points by completing 10 dialogue tasks daily: