adding cryptography to ai..some weekend thoughts 🧵
imagine an agent so intimately woven into your daily life that it’s almost a second brain. it checks your emails, invests your money, and even makes deals on your behalf.
but here’s the key question: how will you trust it?
leading researchers predict personal ai agents will become as common as smartphones in the next decade (see de lange et al)
these agents won’t just answer queries; they’ll evolve with you, learning from every email, transaction, or conversation you have.
BUT the risk today is that if they’re compromised or manipulated, then well...you're f*cked.
the privacy dilemma:
these ai agents will handle everything from financial transactions to sensitive health data. one breach could expose it all. so how do we solve this?
1. secure hardware enclaves (tees): run sensitive computations in isolated hardware zones, even if the OS is compromised, the data remains encrypted within the enclave. see the work of @sxysun1 @socrates1024 @ropirito @NousResearch @flashbots_x to see what this looks like for agents.
2. zero-knowledge proofs: prove an agent followed your instructions (e.g., made a correct calculation) without revealing the raw data.
the ethereum pectra upgrade is coming. it’s one of the most ambitious upgrades yet.
here is what you need to know 🧵
so, what is pectra?
pectra = prague + electra.
it’s ethereum’s glow-up.
let’s dive in.
first, the process:
teams tested over 100 devnets during an event in kenya (nyota interop). they tried everything. from there, they narrowed down 20+ ideas into 11 that are ready for prime time.
⚠️ You're about to hear the word 'Attestation' throughout ETH Denver; here's why it is important: 👇 🧵
To attest is to say something about something. E.G. "His name was Robert Paulson." We do this all the time in our daily lives; e.g when you sign into your email account, you attest that it is you.
Blockchains have attestations, too; when you sign a transaction, you use your private keys to attest that it is you. If someone goes to your txn history, they can see that you 'attested' to a contract.
“Traditional approaches to ‘multi-chain’ architectures suffer from two fundamental problems:
1) Each chain introduces a new security model, resulting in compounding systemic risk as new chains are introduced into the ecosystem.
2) New chains are costly to spin up because they require new validator sets & block producers
These issues come from a lack of a single shared blockchain (an “L1” chain) which serves as a shared source of truth for all of the chains (”L2” chains) within the multi-chain system.
🧵Today, Optimism announced the Superchain: a project that seeks to maximize interoperability and composability between different chains using the OP Stack, and integrate siloed L2s into a single, cohesive layer.
As part of that launch, Coinbase announced “Base,” a chain powered by Optimism that is joining the Superchain ecosystem.
These announcements start a world where Optimism moves from just OP Mainnet to something more.
In the short term,the mainnet will continue as it exists today. In the long term, the Superchain aims to create an ecosystem of aligned chains, united in a single network, working towards a future where launching an L2 is as straightforward as deploying a smart contrac.t