In yet another pioneering development, we introduce the first Distributed Key Generation (DKG) ceremony to hold a TEE’s root key amongst 30 nodes in collaboration with Threshold

TLDR. root keys of AI agents are now secured by not just 3, 5 or 7 but 30 nodes 🤯

Dive in: https://x.com/MarlinProtocol/status/1880266587909026037

Marlin is working with Koboto Network to build a secure and scalable foundation for AI agents in Web3. This collaboration will combine Marlin TEEs with Koboto's AI agent ecosystem.

Dive in: https://x.com/MarlinProtocol/status/1881676173618409703

Marlin is teaming up with Inferium to accelerate the adoption of secure, verifiable AI inferencing. Through its ML-driven intelligence platform, Inferium aggregates multiple AI models and suggests optimized solutions through inferencing.

By leveraging Marlin's TEE network, AI developers building agents using Inferium can verify the results onchain through attestations generated within TEEs. The added advantage of using TEEs is that the computation remains confidential, ensuring data privacy.

Spread the word: https://x.com/MarlinProtocol/status/1882050667151577550

Marlin is teaming up with APRO to improve the availability of secure and reliable data sources for AI agents. With ever-growing AI agent activity, challenges like man-in-the-middle attacks, data inaccuracy, and errors are also increasing.

APRO's ATTPs (AgentText Transfer Protocol Secure) solves critical AI communication gaps via a blockchain-based verification system. It prevents data manipulation, ensures cross-chain integrity, and creates multiple security layers to protect against malicious agent interactions.

Dive in: https://x.com/MarlinProtocol/status/1882400528006811837

TEEs solve issues that AI faces today with verifiability and data confidentiality. However, differences across different TEE implementations and the lack of an abstraction layer have limited adoption. Marlin is working with Rena Labs to solve this issue and accelerate adoption.

Spread the word: https://x.com/MarlinProtocol/status/1882805643633201450

Marlin Oyster now powers Exponent AI's Vector3 Network, delivering computational proof for AI scoring. The TEE platform runs language models in isolated environments, ensuring secure evaluation of LLM outputs.

Spread the word: https://x.com/MarlinProtocol/status/1883849090917908598

Marlin is working with ENIQ AI to advance secure AI computation. ENIQ AI merges blockchain with AI-powered personalization, creating an educational ecosystem that requires secure, verifiable computation and data privacy guarantees.

By integrating Marlin's Trusted Execution Environment (TEE) infrastructure, ENIQ AI strengthens their DeFAI solutions and EduFAI initiative, enabling transparent and secure AI-driven educational experiences.

Spread the word: https://x.com/MarlinProtocol/status/1884210846689267977

Wishing everyone a Happy Lunar New Year! 🧧

https://x.com/MarlinProtocol/status/1884489109252538370

Marlin is working with Aither to bring secure AI agent execution to Agent Virtual Machines (AVMs). This integration brings hardware-level security guarantees to AVM's containerized environment, ensuring safe and verifiable AI operations.

The integration allows AVM to use Marlin's distributed compute network, enabling AI agents to execute in secure enclaves. This ensures data confidentiality while maintaining AVM's core features like tool integration and agent collaboration.

https://x.com/MarlinProtocol/status/1884576339472036018

Marlin is working with Chromia to introduce a solution for AI agent memory persistence through TEEs. This marks the first implementation of secure, verifiable, and private memory management for AI models running onchain, enabling long-term context retention.

Learn more: https://x.com/MarlinProtocol/status/1884951556828668221

GMarlin! All the way from Denver 🏔🇺🇸

We're here at ETH Denver, ready to collaborate, innovate, and build. Super excited to connect with fellow hackers & builders and discuss all things AI and TEEs!

If you're around, let's chat!

Events you'll definitely find us at 👇

https://x.com/MarlinProtocol/status/1893311068417540215

AI agents require secure access to personal data to act autonomously - without compromising privacy. Verida, a decentralized infrastructure layer, leverages Marlin Oyster (powered by TEEs) to enable confidential computation over encrypted user data.

Verida + Marlin delivers:

• Verida: Decentralized storage & granular consent management
• Marlin TEEs: Tamper-proof, isolated data processing
• Integration: Secure APIs, credential protection, & privacy-preserving AI compute

Learn more: https://x.com/MarlinProtocol/status/1904877577216327921

Exciting news! Raga Finance is integrating Marlin's TEEs to power its off-chain oracle! This effort enhances the security and trustworthiness of Raga’s cross-chain yield optimization, bringing a significant upgrade for their entire user community!

Dive in: https://x.com/MarlinProtocol/status/1905590934986797141

Marlin and Inference Labs advance secure AI inference by combining confidential compute with output verifiability. Inputs and model internals remain private, while AI agents produce proofs of correctness—enabling trustless execution in open environments.

By combining ZK proof generation with trusted execution, Inference Labs enables verifiable inference for decentralized networks. Marlin TEEs serve as the isolated runtime layer for these high-integrity compute tasks.

Spread the word: https://x.com/MarlinProtocol/status/1920539454147600610

Annyeonghaseyo, Seoul! 🇰🇷

Marlin is here for the much-awaited KBW 2025 and all set to connect with innovators and builders over the next few days.

Looking forward to insightful conversations around AI integrations and TEE solutions.

If you're in town, we'd love to meet up.

https://x.com/MarlinProtocol/status/1969750874013753494

Marlin has launched a free course with Binance Academy on offchain computing using TEE coprocessors. TEEs are the same hardware used by Google, Apple, Microsoft and OpenAI for secure AI inferencing and data privacy.

With this course, Binance Academy and Marlin takes you from theory to hands-on projects in offchain computing including a working example of deploying an AI based matching algorithm on BNB Chain.

TEEs unlock the web2 performance while ensuring trust and verifiability to results. Learn about TEEs and build AI agents, High frequency Defi Applications in a secure and verifiable way.

Learn more: https://x.com/MarlinProtocol/status/1994037693001687367

Marlin Oyster now integrates with Sui's Nautilus framework, transforming TEE access on Sui into a decentralized marketplace that removes the operational overhead of managing enclave infrastructure.

Previously, builders needed to manage cloud accounts, networking, enclave images, and attestation servers. Oyster removes this barrier while preserving cryptographic guarantees through Nautilus.

Submit Docker jobs, pay in stablecoins, operators provision enclaves automatically. The trust model shifts from single cloud providers to a distributed marketplace where operators cannot modify enclave execution.

Confidential compute on Sui is now more accessible to any builder.

Learn more: https://blog.marlin.org/scaling-confidential-compute-on-sui-nautilus-and-marlin-oyster-integration

Merry Christmas and Happy Holidays! 🎄🎁

https://x.com/MarlinProtocol/status/2003816817425592448

Wishing everyone a Happy New Year 🎊

https://x.com/MarlinProtocol/status/2006361626384212217

Enclave-based systems have powerful security properties, but sometimes deployment complexity outweighs the benefits.

Blue Images in Marlin Oyster change this by providing a reusable platform layer that stays constant while applications can change freely.

Dive in: https://x.com/MarlinProtocol/status/2011422925904367910