We scale Ethereum by delivering Superchain with Optimism Collective.
Privacy-Preserving LLMs in Practice: A Full-Stack Approach with dstack and GPU TEE
Writer: Harry JeonIntro: Why do we need privacy-preserving LLM?AI services are now woven into daily life, and users routinely pour highly personal information into their prompts. Because state-of-the-art AI models need clusters of high-end GPUs, they usually run in centralized clouds rather than on local devices. This cloud-first architecture gives the provider complete visibility into every token a user submits - unless strong technical and contractual barriers are in place. Traditional safe...
Privacy-Preserving LLMs in Practice: A Full-Stack Approach with dstack and GPU TEE
Writer: Harry JeonIntro: Why do we need privacy-preserving LLM?AI services are now woven into daily life, and users routinely pour highly personal information into their prompts. Because state-of-the-art AI models need clusters of high-end GPUs, they usually run in centralized clouds rather than on local devices. This cloud-first architecture gives the provider complete visibility into every token a user submits - unless strong technical and contractual barriers are in place. Traditional safe...
Falling into the Optimism rabbit hole: Bedrock, OP Stack, and Superchain
TL;DRBedrock is an epic software update that Optimism put everything they learned. Optimism started splitting the code into three parts to become a rollup framework -- Consensus, Execution, and Proof.OP Stack is a rollup framework that allows anyone to plug different modules for rollup’s three parts based on the Bedrock update’s modularization.Superchain is a collective of chains that use OP Stack. Superchain provides a single-chain experience for users by leveraging a single set of sequencer...
Falling into the Optimism rabbit hole: Bedrock, OP Stack, and Superchain
TL;DRBedrock is an epic software update that Optimism put everything they learned. Optimism started splitting the code into three parts to become a rollup framework -- Consensus, Execution, and Proof.OP Stack is a rollup framework that allows anyone to plug different modules for rollup’s three parts based on the Bedrock update’s modularization.Superchain is a collective of chains that use OP Stack. Superchain provides a single-chain experience for users by leveraging a single set of sequencer...
