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I have briefly analyzed five currently popular AI projects.
This analysis is based on AI tools that I have personally experienced in the current blockchain space, representing only my personal opinion.
This report provides a comprehensive comparison of five crypto AI projects:
Mira has issued coins and has the largest user base (4.5 million users),
Warden technology is the most mature (multi-chain support)
Surf focuses on crypto research tools, while Allora emphasizes collective intelligence predictions.
Core Analysis:
Project Positioning Comparison
Technical Architecture Comparison
Consensus Mechanism
Surf: No native consensus, mainly relies on block aggregation data (data integration)
Sentient: Ethereum-compatible smart contract governance, fingerprint recognition as model authentication
Mira Network: Proof of Verification (PoV): PoS Staking + PoW Inferencing
Warden Protocol: Tendermint Consensus + SPEX Statistical Execution Proof
So: Staking mechanism + peer prediction assessment, zkML verifiability
scalability solutions
Surf: Cloud-based AI aggregation processing, relying on external API expansion
Warden Protocol: Modular L1 based on Cosmos SDK, asynchronous execution
So: Thematic modular expansion has generated 692 million inferences.
Sentient: Modular Hierarchical Architecture, Off-chain AI Computing
AI verification method
Surf: No formal verification, relies on data source aggregation
Sentient: OML model fingerprint recognition, key-response pair embedding
Warden Protocol: SPEX probabilistic verification, cryptographic guarantee
So: zkML verifiable inference + peer prediction scoring
Financing and Development Status:
Conclusion:
Five projects have their own positioning in the AI encryption process:
Surf focuses on user experience, Sentient pursues open AGI, Mira addresses reliability, Warden provides infrastructure, and Allora optimizes predictive capabilities.
On the maturity level of technology:
Mira > Warden > Allora > Sentient > Surf, but the strongest financial strength and background are still Sentient and Allora.