Mage

cofounder and cto of @Subzero_Labs, rebuilding web3 @RialoHQ
ex-@Mysten_Labs, Diem, @Meta

[Subzero Labs @Subzero_Labs]

Bad access control has already cost companies billions. Now everyone's deploying agents as their newest employees and handing them all-access master keys on day one.

We're building a better more secure way, powered by @RialoHQ 🧵

👉 https://t.co/cbCIjBK9tH

[郭宇 guoyu.eth @turingou]

一直没关注过自己到底消耗了多少 token，今天看到 app 有统计，可以明显的发现在服务器上使用 harness 和单一 agent 长程对话消耗 token 的数量级差别

[Mage @firearrowmage]

most people assume once the asset is on-chain, the "tokenization" is done.

No, it's not. the journey just started.

you need continuous real time streaming of NAV/redemption rate/federal funds rate/... flowing through the entire lifecycle of these assets, whether they're being traded or used as collateral. The more stale the data, the wider the gap, the shakier the system.

https://t.co/DUlrZuMngQ

[Yuki is short, so is life @ballsyalchemist]

https://t.co/t14iEodCXY

[Mage @firearrowmage]

@soumeya @gnovak_ @eastdakota @eastdakota happy to talk if you are indeed looking for a decentralized solution that sustains 1b+ tps!

[jan @JanCamenisch]

This Thursday March 5, 16:00 CET, join Henk Birkholz, Greg Kazmierczak, Ian Oliver, Ron Perez and myself discussing Confidential Computing in 2026 - Successes, challenges and the short term future.

https://t.co/8vDZjqnAAw

Moderated by @VishikClaire

@RialoHQ

[Mage @firearrowmage]

@mert no need to get around the oracle problem when the concept of oracle no longer exists

[Mage @firearrowmage]

@ittaia Congrats!

[Rialo @RialoHQ]

Back to the Internet, but better.

Web3 adoption is currently stalled at speculation. To reach the mainstream, we must bridge the gap between private data, compliance, and verifiability.

Join some of the leading minds in privacy to discuss the future of the stack.

Featuring: @JensGroth16, @aisconnolly, @harryhalpin, @JanCamenisch & @robbie_rollup (moderator).

Privacy will be the greatest moat for crypto.

[Mage @firearrowmage]

is Claude Code is caring for me or itself?

[Mage @firearrowmage]

@doganeth_en @tempo if you are thinking about the auth-capture flow, it’s very straightforward to build fully on Rialo with event driven programming model

[Rialo @RialoHQ]

A champion of privacy.
The catalyst for true Web3 scale.

Meet @JanCamenisch, cryptography pioneer, IEEE & ACM Fellow, with 30,000+ citations, 70+ U.S. patents, and a Levchin Prize to his name.

Now joining @Subzero_Labs as a Distinguished Researcher to strengthen Rialo's cryptography, privacy, and compliance layer.

[Mage @firearrowmage]

if privacy matters to you, tune in

[Rialo @RialoHQ]

Don’t miss Jan and Jens on The Rollup tomorrow.

Jan is one of the most respected cryptographers alive.
Jens helped pioneer ZK proofs which enabled apps like Zcash and Tornado Cash.

Heavyweight cryptography convo incoming 👇

[Mage @firearrowmage]

@soumeya @hamptonism what about pension world wide

[Mage @firearrowmage]

We’re thrilled to welcome @JanCamenisch ! A true legend in modern cryptography, ACM Fellow, IEEE Fellow, Levchin Prize winner, to name a few. He brings decades of world-class expertise in privacy, security, and L1 design to Rialo.

Rialo aims to weave blockchain into everyday life, where privacy is the foundation of trust. With Jan onboard, we’re pushing toward a future where the strongest privacy layer is not an afterthought, but the default.

[jan @JanCamenisch]

I'm thrilled to announce that I've joined the fantastic team at @Subzero_Labs! This move comes after an exciting seven years at Dfinity.

I'm returning to my life-long mission: bringing privacy to the world! At @Subzero_labs, we are building @RialoHQ, the world's first network to offer computation that is both private and publicly verifiable. This directly addresses a core challenge in web3 adoption.

Blockchains have demonstrated over the past decades that they are the future of financial infrastructure, providing a secure and resilient platform for running programs. To achieve broad adoption and move beyond the current web3 scope, protecting user privacy on-chain is absolutely essential. Furthermore, private on-chain computation is the key to seamlessly connecting web3 programs to the wider internet and delivering the user experience expected today, eliminating many of the existing web3 pains and hurdles.

As I embark on this new chapter in my career, I want to take a moment to thank my former colleagues at @dfinity for a wonderful and crazy seven years building the world’s most scalable blockchain. Thank you!

[Mage @firearrowmage]

@ZeusRWA projects on Rialo😉

[Mage @firearrowmage]

blockchain’s final form is invisibility, used by all, noticed by none.

[Mage @firearrowmage]

it’s actually surprising that privacy is not yet a table stakes for blockchains today

[Ali Yahya @alive_]

Privacy will be the most important moat in crypto.

Why? Because secrets are hard to migrate.

Everyone is launching a new "high performance" blockchain lately. But these chains are hardly different from one another. Blockspace is functionally the same everywhere. And with bridges that make moving between chains easy, that blockspace is now accessible *from* everywhere. Mercenary users and capital quickly arriving on a chain to farm an airdrop can leave just as quickly to farm the next one on another chain.

The reality is that if your "general purpose" chain doesn't already have a thriving ecosystem, a killer application, or an unfair distribution advantage, there's very little reason for anyone to use it or build on top of it. Performance alone is no longer enough.

Privacy is the one feature that everyone agrees is critical for the world’s finance to move onchain. It’s also the one feature that almost every blockchain that exists today completely lacks. For most chains, it has been little more than an afterthought until now.

Privacy by itself is sufficiently compelling to differentiate a new chain from all the rest. But it also does something more important: it creates chain lock-in.

Bridging tokens is easy, but bridging secrets is hard.

As long as everything is public, it's trivial to move from one chain to another, thanks to bridging protocols like LayerZero. But, as soon as you make things private, that is no longer true. There is always a risk when moving in or out of a private zone that people who are watching the chain, mempool, or network traffic will be able to figure out who you are. Crossing the boundary between a private chain and a public one—or even between two private chains—leaks all kinds of metadata like transaction timing and size correlations that makes it easier to track you.

Compared to the many undifferentiated new chains whose fees will likely be driven down to zero by competition, blockchains with privacy have a much stronger network effect. When you're on public blockchains, it's easy to transact with users on other chains—it doesn't matter which chain you join. When you're on private blockchains, on the other hand, the chain you choose matters much more because, once you join one, you're less likely to move and risk being exposed.

This will create a winner-take-most dynamic. And because privacy is essential for most real-world use cases, a handful of privacy chains will own most of crypto.

[Mage @firearrowmage]

@0xChanglu i used it for two weeks and now it’s collecting dust 😅

[Mage @firearrowmage]

you literally can find almost all of these ideas now being actively built on Rialo :)

[Coinbase Ventures 🛡️ @cbventures]

Short term price moves do not measure long term progress. 2025 was a huge year for fundamental progress in crypto adoption and innovation.

We're sharing 9 ideas we’re ready to back that could define crypto’s next big thing in 2026. They break down into 4 main themes: 👇

[Mage @firearrowmage]

@aleak 🚀