1/ We are excited to announce Succinct Processor 1 (SP1), our first generation, 100% open-source zkVM that proves arbitrary Rust programs. SP1 targets an order of magnitude performance improvement vs. existing zkVMs, and is already up to 28x faster for certain programs.

Introducing SP1 GPU, a next-generation prover for SP1. SP1 GPU brings a 10x reduction in cost and latency, another critical step towards making ZK accessible to any developer 👇

Wondering how to secure your AI agent within a TEE? We’ve got you covered! Check out our latest post by Roshan | Marlin krane Prateek Reddy linguine: Securing TEE Apps: A Developer's Guide

Since going live almost a month ago, Kalypso has been churning out zk proofs via several reputed generators non-stop without any hiccups. To kick things off, we’ve started with a RISC Zero market. Some stats: • 20 generators • $80M delegated via Symbiotic • +600 proofs

To personalize AI, developers need user data while ensuring confidentiality. TEEs provide the means to process this information securely & efficiently. Kalpita Mandal's guide on running Llama3.2 on Marlin's CVM showcases how TEEs enable this. research.marlin.org/t/deploying-ll…

Securing dApps just got easier with Marlin TEEs! The Oyster CVM CLI lets you deploy in Trusted Execution Environments effortlessly - launch, manage, and verify workloads with simple commands. Dive in with this comprehensive guide by Naman Monga research.marlin.org/t/getting-star…

Developers using confidential VMs struggle with persistent key management as cryptographic keys reset on every system restart, specifically affecting wallets & stateful apps. Vikrant Garg explains how Marlin's KMS solves this issue: research.marlin.org/t/oyster-key-m…

Most AI systems forget past interactions, limiting adaptability and personalization. But what if AI could retain memory securely? 🤔 See how Chromia | Power to the Public & Marlin are enabling context-aware AI with TEEs: research.marlin.org/t/secure-smart…

When you're already juggling multiple tools & frameworks, trying something new should be simple. Introducing Oyster Credits for devs to explore Marlin’s TEE marketplace, test it with ease & weave it into their workflow. Want in? Reach out! How it works: research.marlin.org/t/oyster-credi…

Just encumbered an X Account inside a TEE! No access or recovery by humans - just a TEE controlled, AI-powered service enabling verifiable tweeting. All powered by Marlin’s TEEs + KMS. Full breakdown: research.marlin.org/t/x-account-en…

X account handled inside TEE?😱 Big up to Marlin 's Oyster & Key Management systems (KMS) !! Here's how they did it! research.marlin.org/t/x-account-en…

🤯Now your AI agents can truly own a wallet and perform txns on Solana leveraging Marlin TEEs! Here's a guide on how to use deterministic key derivation to maintain an on-chain identity, keeping your private keys safe in an enclave. Explore: research.marlin.org/t/building-per…

Cloudflare Containers are now available in public beta. Deploy simple, global, and programmable containers alongside your Workers: cfl.re/4kNjs06

🍵 How Anthropic using TEE for model training and end-to-end encryption for AI inferences: anthropic.com/research/confi… TEE is eating the world. Full research 👇 assets.anthropic.com/m/c52125297b85…

3DNS puts your domain onchain. Marlin runs the frontend in a TEE. Nautilus KMS gives keys only to attested code. = verifiable frontend deployments, provable end to end.