Marlin is excited to announce a strategic partnership with @u2_dpn, a pioneering decentralized VPN project built on the Subnet Technology of U2U Chain. This collaboration aims to leverage Marlin's cutting-edge verifiable computing technology to enhance U2DPN's security, scalability, and privacy features, delivering a superior user experience.

Key benefits of the partnership:

• Enhanced Security: Marlin's TEE coprocessor, Oyster, will provide a secure and isolated environment for U2DPN's critical operations, protecting user data and preventing unauthorized access.

• Improved Scalability: By utilizing Marlin's verifiable computing capabilities, U2DPN can handle increased traffic and demand without compromising performance.

• Enhanced Privacy: Marlin's technology will enable U2DPN to offer even stronger privacy guarantees, ensuring that user data remains confidential and protected.
Stay tuned for more updates.

Hello Poland! 🇵🇱

Marlin is pumped to be here for @ETHWarsaw!

We’ll be swimming around - giving talks and joining various events all week long.

If you're here and have a kickass idea to build on Marlin, we'd love to chat!

#MarlinInWarsaw

GMarlin 🐟

Marlin is pleased to announce a strategic partnership with @AuroryAI, a decentralized AI platform. This collaboration will leverage Marlin's verifiable computing technology to enhance Aurory AI's security, scalability, and privacy features.

Key Benefits:

- Enhanced Security: Marlin's TEE coprocessor, Oyster, will provide a secure environment for Aurory AI's critical operations, protecting user data.
- Improved Scalability: Marlin's verifiable computing capabilities will enable Aurory AI to handle increased demand without compromising performance.
- Enhanced Privacy: Marlin's technology will ensure that user data remains confidential and protected.

Marlin and Aurory AI are committed to delivering innovative solutions that prioritize user privacy, security, and performance.

can't date a man if he does any of these

- doesn't believe in decentralized infra
- repeatedly asks what is GMarlin
- regularly fuds TEEs cause he doesn't understand it
- believes in centralized proving

Marlin is excited to announce a collaborative partnership with @ThreeProtocol, a project focused on building private, secure, and fraud-resistant eCommerce tools. This collaboration aims to leverage Marlin's verifiable computing technology to further strengthen Three Protocol's decentralized marketplaces, including Jobs3.

Three Protocol utilizes Zero-Knowledge Proofs (ZKPs) through ZKi3s to offer users control over their data and enable on-chain reputation without KYC. Marlin's Kalypso, a ZKP generation marketplace, can potentially provide Three Protocol with access to a competitive network of hardware providers, reducing the cost and time associated with generating ZKPs for ZKi3s.

Furthermore, Marlin's Oyster, an open platform for deploying secure computations within Trusted Execution Environments (TEEs), offers the potential for Three Protocol to explore enhanced security for its Tri-Proof Smart Contracts. This could involve isolating sensitive computations within TEEs, further protecting them from manipulation.

By exploring the combining of Three Protocol's innovative ZKi3s and Tri-Proof Smart Contracts with Marlin's ZKP generation and TEE capabilities, this partnership has the potential to significantly improve user privacy, security, and transaction efficiency within Three Protocol's decentralized marketplaces.

We look forward to working closely with Three Protocol to explore the full potential of this collaboration and contribute to the development of a secure and private future for decentralized commerce.

Marlin is excited to announce a collaboration with @Verida_io to develop a decentralized ecosystem for private AI. This partnership will enable individuals to train and deploy their own AI assistants while maintaining complete control over their personal data.

Read more about how we combine our technologies to create a foundation for a future where data confidentiality and AI coexist harmoniously.

Marlin is excited to announce a collaboration with @Verida_io to develop a decentralized ecosystem for private AI. This partnership will enable individuals to train and deploy their own AI assistants while maintaining complete control over their personal data.

Read more about how we combine our technologies to create a foundation for a future where data confidentiality and AI coexist harmoniously.

Marlin is thrilled to announce a partnership with @0xSolderAI, a decentralized LLM scalability solution. This collaboration combines SolderAI’s innovative approach to expanding context windows with Marlin’s AI coprocessor, Oyster.

SolderAI addresses a critical limitation of LLMs – restricted context windows – by distributing computation and data storage across a decentralized network. This enhances LLM scalability, reliability, and privacy.

Marlin’s Oyster technology complements SolderAI’s solution by providing a secure execution environment for critical LLM computations. As a TEE-based AI coprocessor, Oyster safeguards sensitive LLM data and computations while enabling the generation of verifiable proofs.

This partnership delivers several key benefits:

- Enhanced Security: Oyster protects sensitive LLM data and computations from unauthorized access.

- Verifiable Computations: Oyster generates verifiable proofs for LLM computations, ensuring transparency and trust.

- Increased Scalability: The combined solution accelerates LLM development and deployment while maintaining high performance.

By uniting SolderAI’s decentralized approach with Marlin’s secure computing platform, we are creating a foundation for the next generation of LLMs. We are excited to collaborate with SolderAI and contribute to the advancement of LLM technology.

nobody will remember:
- your salary
- how “busy you were”
- how many hours you worked

people will remember:
- if you knew teeML is more practical than zkML
- how you predicted proof marketplaces were a great way to scale zk proof generation

Marlin is thrilled to announce a partnership with @questflow, a decentralized AI agentic workflow network to enable secure, efficient, and scalable AI applications.

QuestFlow’s innovative platform empowers users to orchestrate complex AI workflows, automating tasks and incentivizing AI agent creators. At the core of QuestFlow’s success lies the need for robust security and privacy to protect sensitive data. This is where Marlin’s expertise comes into play.

Marlin’s Oyster, a state-of-the-art TEE based AI coprocessor, provides the perfect foundation for QuestFlow’s AI agents. By leveraging Oyster, QuestFlow can create secure and isolated execution environments for its AI models, safeguarding sensitive data and ensuring the integrity of computations.

The combination of QuestFlow’s AI orchestration capabilities and Marlin’s secure computing infrastructure opens up a world of possibilities. Together, we envision a future where AI-powered dApps can be deployed with confidence, knowing that their data is protected and their computations are verifiable.

We are excited to embark on this journey with QuestFlow and look forward to sharing more details about our collaboration in the coming months.

We really got ZK proofs generated inside a TEE before GTA 6.

Can we leverage the zero-knowledge properties of ZK blockchains and efficiency of server-side proving without compromising the security of private data?

ZK meets TEEs in this walkthrough with @aztecnetwork's proving backend-agnostic programming language @NoirLang. 🧵👇

Thrilled to share that Marlin is teaming up with @Artela_Network. By combining Marlin's expertise in verifiable computing with Artela's innovative Layer 1 blockchain, we are creating a powerful platform for developers to build secure, scalable, and customizable AI applications.

At the heart of this collaboration is Marlin's Oyster, a cutting-edge AI coprocessor. Leveraging Trusted Execution Environments (TEEs), Oyster ensures the integrity and confidentiality of AI computations. This means developers can deploy AI models with confidence, knowing their data is protected from tampering and interference.

Artela’s extensible Layer 1 blockchain, featuring parallel execution and modular virtual machines, provides the ideal foundation for AI-driven dApps. Artela’s EVM++ pattern enables developers to create highly customizable and scalable applications, making it the perfect complement to Marlin's Oyster.

Together, Marlin and Artela offer a unique combination of security, scalability, and flexibility. Developers can now build AI models that are not only powerful but also secure and private. Oyster's TEE technology protects sensitive data, while Artela's blockchain architecture ensures the scalability and performance required for demanding AI workloads.

We are committed to providing developers with the tools they need to create innovative and impactful applications. Stay tuned for more updates as we continue to push the boundaries of Crypto x AI.

Latest addition to TDX. Spot the difference.

Boom 🤯

-by @roshanrags

https://research.marlin.org/t/docker-inside-nitro-enclaves/40

ZK vs. TEE

Marlin to power @uniultra_xyz 's vision of a scalable, secure web3. We are excited to announce a partnership with U2U Network aimed at transforming the Web3 landscape. U2U’s innovative modular chain architecture, built on DAG and compatible with EVM, aligns seamlessly with Marlin’s mission to deliver secure and scalable computing solutions.

By combining U2U's infinite scalability with Marlin’s verifiable computing, we are creating a powerful synergy that will:

- Enhance Security: Marlin’s TEE-based Oyster platform will fortify U2U’s network, ensuring robust privacy and data integrity for users and applications.
- Boost Performance: Our Kalypso marketplace will optimize U2U’s transaction processing through hardware acceleration for ZK proofs, significantly increasing throughput and efficiency.

Stay tuned for further updates as we collaborate to reshape the Web3 ecosystem.

It's that simple.

Learn more: http://marlin.org/kalypso

In coprocessors like Oyster, should worker nodes use blockspace markets like @alkimiya_io @thehedgehog_io to hedge gas prices between the time requests are submitted to when responses are relayed back? Or can this be avoided using preconfs?

Discuss👇

https://research.marlin.org/t/who-pays-for-gas-and-how-much/26