In the meantime, @cass_on_mars has unhalted the @QuilibriumInc network. The shard-out process has been completed,and miners now have 360-frames to start their nodes. This is huge for the future of the internet. This post is a reminder for everyone following the project. $QUIL

Curious about the groundbreaking tech from @QuilibriumInc ? Here some deep research info 👇 - Klearu E2EE Machine Learning Runtime klearuai.qstorage.quilibrium… - MetaVM Zero-Knowledge Proof System. metavm.qstorage.quilibrium.c… wrapped-quil:native

$QUIL is more than just private value transfer. - Private chat (Quorum) - Private AI inference (Klearu) - Private utility token - Private AWS-like services - Private domain names (QNS) NFA DYOR

Most of you never want to see the ticker $QUIL again unless shard out is done and the network is live So i'll just say this If you believe the cypherphunk vision and that the tech is gud, and you're interested in investing... you can wait for that announcement, and yes it will give you certainty the network works But that news will make the chart pop, and by waiting you will lose the asymmetric RR set up that exists right now at $10m mc To me the best opportunity is accumulating at the lowest possible price, as long as meaningful progress continues. And it has I think the last update i gave was that there were still about 300 halt risk shards (the only thing standing in the way of the network going live) Yeah well now thats down to single digits - Massive improvements and rewriting the protocol in rust have solved nearly all remaining hurdles $QUIL is closer to going live than it's ever been. 8 or 9 years of development about to come to frutition... a fully decentralized E2EE private-by-default AWS replacement, priced at $10m mc all because people got impatient Its a generational opportunity. And it's ripe for the taking if you have the risk tolerance for it. No matter what you want to do, jump in the discord, you'll be first to hear when the network goes live discord.gg/quilibrium

Seeing a lot of hype around $NOCK lately. I hold a small bag (about 2%), but 98% of my portfolio is still $QUIL My conviction in QUIL hasn’t changed. At these prices, I see it as a gift and will continue accumulating whenever I can quilvsnock.qstorage.quilibri… Not a financial advice

You asked for it and here it is New $QUIL deep dive video is live on YouTube HERE: youtu.be/L54aImhXQIM

Quilibrium is a moonshot technical bet on whether advanced cryptography can replace trusted cloud providers. If successfully implemented, it could enable truly uncensorable, private computing. But the complexity is extreme. 👇 Complexity takes time: quilibrium.com/quilibrium.pd… I ask what ai thinks about this tech, using the whitepaper: qpaper.qstorage.quilibrium.c… $quil @QuilibriumOne @QuilibriumInc

We have officially swapped Zapme Social Image and Video uploads from AWS S3 to QStorage on @QuilibriumInc 🤝 faster, smoother and the best bit….encrypted data 👏

Friendly reminder: Blockchains tried to reinvent finance. Quilibrium is reinventing the internet. $quil @QuilibriumInc

🚀Quilibrium Update: Privacy Infrastructure Accelerating!🚀 Quilibrium is rebuilding the internet: a hypergraph-based, sharded, privacy-first network for decentralized compute, messaging, storage & AI. Mainnet live since V2.1, with massive progress on real tools & apps. Here's the current stack: 1. Quorum Beta (iOS, Android, Web) 📱🔒 True private P2P, E2E-encrypted chat built-in wallet Farcaster integration mini-app support. Secure messaging without Big Tech oversight – already seeing strong adoption in beta! 2. QConsole (qconsole.quilibrium.com)** 🛠️🌐 The central hub for Quilibrium services – now live & accessible! Includes: - QStorage: S3-compatible decentralized storage (free 5GB tier deployed, full expansion post-shard completion) – content-addressable, no egress fees, scalable file hosting. - QKMS**: MPC-powered Key Management System for secure, distributed key generation/storage/ops – transient access live, full features rolling out. - QPing: Notification service (SNS-like) for network diagnostics & alerts. - Hypersnap: Hypergraph snapshot tool for state capture, backups & quick checks in sharded env. - Quark: Developer SDK for building apps/games – tokenized 3D assets demoed, seamless ecosystem integration. 3. QNS (Quilibrium Name Services) 🔖 Universal, decentralized name identities – live with marketplace! 11k names purchased fast. Use readable names across Quorum, future mapping/indexing – own your digital identity forever. 4. Klearu: Private AI Runtime 🤖🔐 E2E-encrypted ML primitives on CPU via MPC. Private inference, sub-linear training, secure multi-party compute. Next-gen AI without leaking data to centralized clouds – shipped & live! Big milestone ahead: - Shard-out nearing completion (~3k shards, many healthy with ≥3-6 workers). - The 2.1 branch (including recent updates 2.1.0.21). - Qclient a Mining tool, in active testing – Will ease interactions, finalize shard distribution, unlock full compute/token/hypergraph, bidirectional bridges & more services. Once shard-out wraps: broader QStorage/QKMS, full QConsole access, unstoppable decentralized ops! Quilibrium = sovereign infra for the reborn internet. Run a node, grab a QNS name, try Quorum – docs at docs.quilibrium.com/. The future is private & decentralized. 🌐💪 #Quilibrium #PrivacyFirst #DecentralizedAI #Web3 $QUIL I've already tried building a website into this tech – it's hosted on QStorage and its made to show info in one place about the project: 👇👇👇👇👇 infoquil.qstorage.quilibrium…

👋 $QUIL

🧵Klearu: A Strategic Building Block for the Era of Autonomous AI Agents 1️⃣ The Next Wave: Autonomous AI Agents The next revolution won’t just be chatbots. It will be autonomous agents capable of: • trading • arbitraging • managing logistics flows • executing contracts • coordinating machines • interacting economically with each other These agents will require: 👉 crypto payments 👉 programmable identity 👉 distributed compute 👉 native privacy An agent dependent on a centralized API can be: • rate-limited • shut down • monitored • blocked An agent running on permissionless infrastructure becomes: • resilient • autonomous • economically sovereign This is the context in which Klearu becomes strategic. 2️⃣ What Klearu Actually Is Klearu is not a new LLM. It is an infrastructure layer enabling: 👉 private AI inference 👉 on remote nodes 👉 without the server seeing the data The server computes… but does not “read.” This relies on: • sparse architectures (only part of the model activates) • hash-based routing (SLIDE) to efficiently select relevant neurons • 2PC protocols to preserve confidentiality 3️⃣ Why This Is Strategic for Quilibrium Quilibrium is not building a chatbot. It is building infrastructure: • massive sharding • peer-to-peer networking • native privacy • MPC and programmable permissions Klearu becomes the AI engine capable of running within that architecture. This aligns perfectly with Quil’s philosophy: no AWS dependency, no single control point, no data leakage. 4️⃣ Toward the Democratization of AI Compute Today: Advanced AI = rare GPUs hyperscalers. Klearu explores another path: making inference viable on optimized, distributed CPUs. If this works at scale: • lower barriers to entry • more participants • less concentrated compute • less oligopolistic AI We move from a closed model to a network model. 5️⃣ A Piece of a Larger Puzzle Klearu is not the end goal. It is a deep infrastructure layer. Its value depends on: • the rise of autonomous agents • the growing need for private AI • adoption of permissionless infrastructure Short term: technical. Mid term: strategic. Long term: potentially foundational. If machine-to-machine economies truly emerge, infrastructure capable of supporting sovereign AI execution will become critical. And that is precisely where Quilibrium aims to position itself.