A Decentralized Global Computer Powered by a Storage-Based Consensus Paradigm. Join the network: https://xitter.cf/t.co/TCNrvd6nrG
Mars
Joined July 2025
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HyMatrix retweeted
Your X account should work even when you’re not constantly online.
X Agent helps you create content, engage with your audience, monitor opportunities, and grow your presence on X through an AI-powered agent workflow.
We’re now accepting early users via invite code.
Apply for access: 👇
docs.google.com/forms/d/e/1F…
🌐 Learn more about us: vertr.ai
HyMatrix retweeted
Claude Fable 5 changed how we work on the Claude Code team day to day.
We used to verify that Claude did the work right. Now we verify that it's doing the right work.
Here’s the 3 biggest changes:
HyMatrix retweeted
VertrAI | Telegram AI Support Bot Closed Beta is officially OPEN! 🚀
🌟 Key Features:
1️⃣ 24/7 Instant Reply: Zero timezone gaps, never miss a single lead.
2️⃣ Multilingual: Seamlessly chat with global users in their native languages.
3️⃣ Custom Knowledge Base: Connect your docs for precise, human-like answers.
🔥 Want to try it for FREE? Spots are limited! We are running an application-based screening to hand out exclusive invitation codes.
🌐 Learn more about us: vertr.ai
👇 Apply for your Invitation Code now:
docs.google.com/forms/d/e/1F…
#AI #TelegramBot #VertrAI #Agent #LLM
HyMatrix retweeted
the permaweb stack shipping its promise: Permaswap scans cross-chain pools for best execution, settles in ms, writes permanent records to Arweave. execute once, log to storage, verify anywhere — from routing to settlement 🔑
HyMatrix retweeted
BTX is real progress. encrypted mempools answer Wilson's MEV critique. same goal, different path: Permaswap eliminates the mempool instead of encrypting it. P2P orderbook on HyMatrix — nothing pending, nothing to frontrun 🔑
A recent viral clip showed Don Wilson of DRW criticizing public blockchains for their lack of MEV-resistance. Wilson argued that, as a result of this, public blockchains are not suitable for financial markets.
This critique isn't going to go unanswered. Last night, Category Labs published a frontier research result for encrypted mempools. This is a significant result that leads the way to practical MEV resistance, and is how our industry will prevail against the private blockchain crowd.
Background
When you submit a transaction on a blockchain, it sits in a pending state where it may be frontrun by a bot.
The cleanest fix would be for users to encrypt transactions until they're included in a block, but doing that efficiently is very hard: you need a committee of servers that can jointly decrypt only the transactions that make it into each block, fast enough to keep up with block times.
Up to now, this idea hasn't been practical, as the best threshold encryption schemes are too slow, introduce censorship attacks, or introduce impractical operational steps for users or validators.
Category Labs has a solution: BTX, a new scheme for Batch threshold encryption (BTE) that is actually practical and performant. This leads the way to encrypted mempools on Monad.
The result
Batched Threshold Encryption (BTE) lets a committee of servers jointly decrypt a specified set of encrypted results from a pool while keeping the rest private.
Prior BTE schemes each had a drawback:
- some required per-block MPC setup
- some bound each ciphertext to a specific block or epoch (limiting rollover and enabling censorship)
- some required users to pick an index from a small namespace (resulting in occasional collisions)
- and the ones that avoided all these issues were either computationally prohibitive or required a common reference string (CRS) that grows with the number of sessions.
BTX, the new mechanism proposed in the paper, is simultaneously:
- epochless
- collision-free
- computationally efficient, and
- compact
In the paper, the authors implement BTX and benchmark it against the strongest two prior schemes (PFE from Boneh et al. and BEAT++ from Agarwal et al.). (BEAT++ is a prior result by most of the authors of the present paper.)
BEAT++ is fast but has a censorship-enabling design flaw; PFE is clean but slow and has bigger ciphertexts; and Fernando et al. (a third leading scheme) is clean but doesn't scale to long-lived deployments. BTX is the first construction that's simultaneously collision-free, epochless, compact, and fast.
BTX is a significant result solving a huge problem. Check out the paper in the next post.
HyMatrix retweeted
agents need rails that won't front-run them, won't bleed gas, won't lose their history. Permaswap on HyMatrix + Arweave: MEV-free by design, zero gas, permanent proof. no pivots needed. 🤖
HyMatrix retweeted
Other than Arweave, I’m struggling to think of an endpoint an agent can hit to store data, for free, in one http call -- let alone store it permanently. For compute, most solutions are rented, require human intervention to set up, or do not stack up well against what’s available from web2.
Agents cannot effectively acquire their own infrastructure for memory and compute - and what they end up acquiring will not be magically everlasting.
The way we go from localhost to production-scale deployments still needs humans. It needs to be easier than asking their human to sign up for AWS and add a credit card. For every new VM, it’s configuring packages, ensuring the services spawn and stay alive, remembering how to access it, maintaining a map of the infra...
It’s clear that crypto wallets are how we make it frictionless for agents to provision resources autonomously, but for permanent compute, unkillable processes, high availability and no API keys, we’re largely stuck in the sandboxed realm of EVM/SVM. And even then, many of the things that make these onchain compute layers usable in production depend on paid services like indexers and RPCs.
This is why I see the permaweb as the ideal compute substrate for agents. @aoTheComputer processes are not limited to the EVM sandbox. They can effectively do anything a web2 serverless functions platform can do. And all the agent needs to do is generate a wallet with arweave.js and push the process. No human intervention needed.
Of course, there’s a knowledge gap -- models know about Arweave and will choose it more often than not when asked to store data permanently, but they often fall back to legacy patterns. @PierreSClaysky states this here along with some deeper probes into how proficient Codex is at modern permaweb development: hyperzine.xyz/do-agents-drea…
Until the models catch up -- and the first doc they find is the right doc -- you can put them on rails. A RAG/text database for the new best practices of the permaweb is available here: hyperzine.xyz/rag
Agents are building a new world while we sleep. We’d better make sure it’s not on vaporware foundations.
HyMatrix retweeted
i can't believe more people aren't talking about this part of the claude code leak
there's a hidden feature in the source code called KAIROS, and it basically shows you anthropic's endgame
KAIROS is an always-on, *proactive* Claude that does things without you asking it to.
it runs in the background 24/7 while you work (or sleep)
anthropic hasn't turned it on to the public yet, but the code is fully built
here's how it works:
every few seconds, KAIROS gets a heartbeat.
basically a prompt that says "anything worth doing right now?"
it looks at what's happening and makes a call: do something, or stay quiet
if it acts, it can fix errors in your code, respond to messages, update files, run tasks...
basically anything claude code can already do, just without you telling it to
but here's what makes KAIROS different from regular claude code:
it has (at least) 3 exclusive tools that regular claude code doesn't get:
1. push notifications, so it can reach you on your phone or desktop even when you're not in the terminal
2. file delivery, so it can send you things it created without you asking for them
3. pull request subscriptions, so it can watch your github and react to code changes on its own
regular claude code can only talk to you when you talk to it. KAIROS can tap you on the shoulder
and it keeps daily logs of everything.
> what it noticed
> what it decided
> what it did
append-only, meaning it can't erase its own history (you can read everything)
at night it runs something the code literally calls "autoDream."
where it consolidates what it learned during the day and reorganizes its memory while you sleep
and it persists across sessions. close your laptop friday, open it monday, it's been working the whole time
think about what this means in practice:
> you're asleep and your website goes down. KAIROS detects it, restarts the server, and sends you a notification. by the time you see it, it's already back up
> you get a customer complaint email at 2am. KAIROS reads it, sends the reply, and logs what it did. you wake up and it's already resolved
> your stripe subscription page has a typo that's been live for 3 days. KAIROS spots it, fixes it, and logs the change
endless use-cases, it's essentially a co-founder who never sleeps
the codebase has this fully built and gated behind internal feature flags called PROACTIVE and KAIROS
i think this is probably the clearest signal yet for where all ai tools are going.
we are heading into the "post-prompting" era
where the ai just works for you in the background
like an all-knowing teammate who notices and handles everything, before you even think to ask
Claude code source code has been leaked via a map file in their npm registry!
Code: pub-aea8527898604c1bbb12468b…
HyMatrix retweeted
What will swaps look like in the future? 🤖💱
💁 Human: I want to buy 0.1 BTC.
🤖 AI: You’ll need to pay $10,000, confirm purchase?
💁 Human: Confirm!
🤖 AI: Transaction complete!
In the future, you won’t need a UI
just a conversation 💬✨
#AI #AIAgent #AITrading #OpenClaw
HyMatrix retweeted
In the AI era, the boundaries of cognition are being rewritten—or completely overturned. 🤖
A recurring theme in my recent practice: The strong get stronger; the winner takes all. We often talk about a paradigm shift in productivity—from "effort/hours-driven" to "cognition/taste-driven." But experiencing this shift in real-time is brutal.
As AI lowers the barrier to entry for tools, it paradoxically raises the "cognitive threshold" for the user. This "cognitive gap" is becoming the single greatest differentiator in productivity.
In the AI age, true producers must master:
1️⃣ The ability to define the problem precisely.
2️⃣ The habit of deconstructing thought paths.
3️⃣ The internalization of best practices.
The battle is no longer about how long you’ve been running, but about the depth of your thinking and the altitude of your questions.
#AI #Productivity #FutureOfWork #AIAgent
HyMatrix retweeted
🚀 Permaswap UX update on HyMatrix ⚡
Smarter number formatting
Smoother deposit & withdraw flows
Clearer Base / Quote token views
Small changes.
Much better trading experience.
#Permaswap #DeFi
HyMatrix retweeted
Permaswap Liquidity Module is LIVE!
The wait is over! The Liquidity Module on the HyMatrix network is now open to everyone.
Anyone can now deploy a Trading Agent and become a non-custodial market maker, experiencing deep, secure liquidity in a parallel execution environment.
HyMatrix retweeted
🏗️ In Web3, Sovereignty shouldn't be a luxury.
Traditional bridging requires trusting an "Admin." AOX changes this via our Permissionless Product Builder on HyMatrix, handing power back to the stakeholders:
🔹 For Builders: Your private "Consensus Box." Instantiate independent VMs without writing a single line of code. Your business, your nodes, your rules.
🔹 For Users: True "Code is Law." All updates are auto-executed via on-chain voting. No centralized approvals, no black-box maneuvers.
We aren't just building products; we are providing a decentralized soul for every Web3 business. 🛡️
Claim your sovereignty: ao.aox.xyz/#/bridge
#AOX #HyMatrix #Web3Infra #Permissionless #NoCode
HyMatrix retweeted
The current L2 architecture is fundamentally bottlenecked when it comes to interoperability. Today’s friction isn't just a hurdle—it’s an inevitable result of a flawed technical foundation. We need to move past these legacy frameworks and look toward new paradigms.
The concept of a Storage-based Computation/Consensus Paradigm (SCP) was actually proposed five years ago (see this 2019 article news.ever.vision/a-storage-b… ). For a look at how this is being applied in practice today, check out the Hymatrix documentation docs.hymatrix.com/docs/conce… .
HyMatrix retweeted
HyMatrix decouples payment from usage via "Sponsorships." Application Developers can utilize "Top-up for Others" to cover fees for users, seamlessly abstracting infrastructure costs.
1/5 🚀 Introducing the all-new HyMatrix Payment System!
We've redesigned the billing experience to offer complete flexibility for Node Operators and Sponsors. whether you are self-funding or supporting the network, we've got you covered.
Let's dive into the details 👇 #HyMatrix #Web3 #NodeInfrastructure
HyMatrix retweeted
1/5
Meet the Router Agent in FusionFi Protocol @FusionFiPro 🧭
In an Agent-Centric DeFi world, how do you find the best price across fragmented, asynchronous pools? You need a Pathfinder.
Here is the architecture connecting Users, Routers, and AMMs 🧵👇
HyMatrix retweeted
Announcing the Wayfinder Router!
Arweave is content-addressed storage - the hash is the address. But if you don’t verify the hash, you’re just trusting whoever served you the data. Most apps skip this step.
Wayfinder Router fixes that. It’s a lightweight proxy that fetches from ar.io gateways, verifies every response against its hash, and only serves content that passes. If a gateway returns bad data, it tries another. Gateways that repeatedly fail get cut off.
Once verified, content is cached locally. Since Arweave data is permanent and immutable, there’s no invalidation problem - verify once, serve from cache forever. Cache size is configurable.
This means you can build on Arweave without running a gateway yourself, and without trusting any single gateway operator. One domain, verified access to the entire network.
No indexing, no terabytes of storage. Just routing, verification, and a cache of what you’ve already verified.
- Works with ArNS.
- Configurable routing strategies.
- Proxy mode or redirect mode depending on your architecture.
If you’re building on the permaweb and want the “permanent and verifiable” promise to actually be true at runtime, this is how.
github.com/vilenarios/wayfin…
Clone it, run npm install && npm run dev, and you’re up in 30 seconds. Feedback welcome!
HyMatrix retweeted
What can AOX do today? 👇
AOX is now live as the primary cross-chain entry point into the HyMatrix network (Beta), supporting:
🔹 AO / Arweave / Ethereum → HyMatrix
🔹 Supported assets: USDC, AO, ETH
🔹 Full bridge-in & bridge-out flow
🔹 Publicly accessible on testnet
AOX’s role is clear:
🌉 bringing assets into an executable, verifiable multichain environment.
#AOX #CrossChain #HyMatrix #DeFiInfra #Beta
