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Home»Blockchain»Marlin Integrates with Aither Protocol to Secure AI Execution in AVMs
Blockchain

Marlin Integrates with Aither Protocol to Secure AI Execution in AVMs

February 2, 2025No Comments2 Mins Read
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Marlin and Aither Protocol Collaborate to Enhance Security for AI Agent Execution

Marlin has recently announced a strategic collaboration with Aither Protocol aimed at enhancing security measures for AI agent execution within Agent Virtual Machines (AVMs). This partnership involves the integration of Marlin’s distributed compute network into AVMs, providing secure enclaves for AI workloads while incorporating essential features such as tool integration and agent collaboration. By leveraging hardware-level security guarantees, this joint effort aims to elevate data confidentiality and verifiability in AI operations.

The integration allows AVMs to leverage Marlin’s trusted execution environments (TEEs) to support AI computations. These secure enclaves enable AI agents to function within a protected, verifiable, and tamper-resistant framework, mitigating potential risks associated with AI execution in open and decentralized networks. Marlin’s confidential computing infrastructure offers both serverless computing and dedicated instances, empowering developers to create secure AI applications with optimal performance and scalability.

Marlin, a decentralized computing protocol known for utilizing TEEs to handle complex workloads such as DeFi strategies, automation tasks, and AI models, acts as a coprocessor for blockchain applications. This enables smart contracts and web2 APIs to harness scalable off-chain computation, thereby enhancing the efficiency and security of blockchain-based applications.

Marlin’s Compute Network comprises two primary solutions – Oyster CVM and Oyster Serverless. Oyster CVM, or Confidential VM, offers dedicated computing instances that developers can rent for flexible timeframes, akin to services like AWS. It ensures high security through TEEs and provides monitoring and uptime guarantees. On the other hand, Oyster Serverless facilitates on-demand function execution without the need for manual instance management, delivering cost-efficient and scalable computations within secure enclaves.

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The collaboration between Marlin and Aither Protocol brings forth numerous advantages, including tamper-proof execution to prevent malicious node operators from tampering with AI computations. Data confidentiality is maintained to safeguard input data from unauthorized access. The platform supports horizontal and vertical scaling for both serverless and dedicated computing, enabling efficient and verifiable off-chain computations for AI and blockchain applications.

By integrating Marlin’s decentralized confidential computing infrastructure with Aither’s AI-driven AVM framework, developers can now leverage a secure compute network to build AI applications with trusted execution environments, ensuring privacy, integrity, and reliability at scale. As Marlin expands its network, developers and enterprises seeking secure, scalable, and verifiable AI solutions can explore the Oyster protocol for cutting-edge advancements in confidential computing and decentralized AI execution.

Aither AVMs execution Integrates Marlin Protocol Secure
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