Hey Q fam, we are excited to share Quily, a community-built chatbot designed to help you navigate Quilibrium $QUIL! 👉 Try it now quily.quilibrium.one/ Quily answers your questions about Q using: → Official documentation → Community-made docs → All livestream transcriptions ✅ How to use it To chat with Quily, you'll need one of these: → A Chutes (@chutes_ai) account (sign in directly) → Your own OpenRouter API key This keeps the bot free to host while giving you control over your API usage. ⚠️ Important disclaimers → BETA - We're actively testing and improving. Feedback welcome! → Community project - NOT endorsed by or affiliated with @QuilibriumInc → Open source - Check the code, or contribute (github.com/lamat1111/Quily-C…) --- Built with 🔥 by @LaMat1111 for the Quilibrium community. Many thanks to @0xsirouk for he help with the Chutes integration.

"Yeah so it's called $QUIL. It's easily the best bet this cycle. It'll be a top 20 project, maybe higher. This protocol changes everything, but it's not even an L1. Once you understand how it works, you'll see why. I won't bore you with the technical stuff, but it's like Mixnet x Onion routing, Oblivious Hypergraph, Hypergraph Apps, and Auto-scaling. This isn't something whipped up overnight; there's been 8 years of groundwork. Big players are getting into it. There are groeing $wQUIL buys on uniswap every day. This thing is going to be worth a lot more soon. Quilibrium balances resource supply and demand with a tokenomics model that understands growth isn't linear or fixed like Bitcoin’s curve. $QUIL is optimized for the future and adapts to generational changes, considering speedups from Moore's law, storage densities from Kryder's law, and even Neven's law, until it maxes out at 256 bits. Basically, it accounts for more bits in flux than there are atoms in the universe. Just follow the breadcrumbs. Mainnet goes live imminently. And it's insane because the TAM is basically all of web2, and the supply emissions will just keep dropping the more that people build on it. You can think of it like decentralized AWS, but private-by-default with E2EE built into the network itself. It's gonna be huge."

$wQUIL - Privacy has become one of the hottest narratives in crypto again. $ZEC ripping because people want private money $LIT popping because of private keys, agents and encryption But @QuilibriumInc is most likely the more interesting long-term privacy play because it is not just trying to make transactions or keys private It is trying to make the entire application layer private @Zcash = private money @Lighter_xyz = private keys and encryption middleware wrapped-quil:native = private decentralized cloud infrastructure That is the bigger idea! Quilibrium is building a decentralized alternative to platform-as-a-service providers: 🔸private compute, 🔸private storage, 🔸private messaging, 🔸private app deployment and familiar APIs for developers. In other words, it is not just another privacy coin. It is trying to become the privacy-native backend for the next internet And the market has barely been force-fed the story. This is why the project has been quietly growing! 🚫No army of KOLs 🚫No paid shill machine 🚫No endless influencer threads 🚫No VC-backed hype cycle 🚫No Pump & Dumps Just a deeply technical, long-term project with a serious whitepaper, a roadmap stretching beyond 2030, and a token design built around mined network utility rather than insider allocation That is why Quilibrium and $wQUIL stands out. The current privacy trade is about hiding value transfer. Quilibrium is about rebuilding the internet stack so privacy is default. That is a much bigger narrative. That comes with a price of course. @cass_on_mars is building a massive platform and it's not built for speculation, it is built with a provacy purpose! No guts, no glory! Be oldfashioned, do some research! quilibrium.com/

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

1/ $QUIL shardout complete.1/ $QUIL shardout complete. The network is live. This is not another blockchain. This is the internet, rebuilt from scratch. 🌐 #QUIL #Web3 #Privacy

My long-term conviction in $QUIL hasn't changed. In fact, after months of downtrend action, the chart is quietly starting to look very different. No hype. No parabolic moves. Just a steady reversal, higher lows, increasing volume, and signs of accumulation. The market usually ignores builders during the grind phase. Then one day it wakes up and asks, "How did we miss this?" Something feels like it's brewing beneath the surface. Still early. Still watching. Still holding. @QuilibriumInc

$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

Check check, still on, still accumulating, still bullposting 10 reasons $QUIL is the most undervalued tech in crypto right now youtu.be/2ruwjy3tte4

Another chain added! @tezos is now supported in Quorum Mobile.

Hey Q fam, we have been working on a draft of governance rules for the Quilibrium Community Treasury. The repo is now public and open for community input: github.com/Quilibrium-Commun… What's in there: a draft constitution covering signer responsibilities, spending guardrails, transparency, conflict of interest, and a set of genuinely open questions (donor recognition, yield strategy, what to do with QUIL holdings, etc.). Important: this is a draft, not an official treasury document. The aim is to think these questions through in public and develop something signers might eventually adopt. How to contribute: The README explains the structure and where each kind of discussion belongs. All input welcome, especially on these open questions: Q1: Should donors receive any form of recognition or indirect benefit? github.com/Quilibrium-Commun… Q2: What happens to value created by treasury-funded projects? github.com/Quilibrium-Commun… Q3: Should the treasury run an endowment-style yield strategy? github.com/Quilibrium-Commun… Q4: Should the treasury actively trade its QUIL holdings, or hold them passively? github.com/Quilibrium-Commun… $QUIL

Cassie is grinding away every day $QUIL is looking more promising than ever as a high risk/ultra high reward investment Here are the latest updates: ♦️ bringing in a deeper e2e test that spins up four archives and workers to take on shards with simulated network conditions unearthed some different issues that emerged in testing on the node runner tg as weird bugs that would appear and disappear (the "heisenbug"). these are almost fully ground out now, there's one that relates to hyperthreading that a lot of people on x86-64 machines have likely been hitting once the workers went active, that's the one left on the list for me ♦️ quorum mobile on android has some OOM issues, related to the batch processing of messages. I've shrunk the memory usage for batch processing to about a third of what it was using before and made the batching more "smart" to avoid this. the next QM update will also include some more QoL improvements. ♦️ klearu had a huge jump in capabilities, including a new hybrid model that basically does what the new ChatGPT Images 2.0 does, but as usual, on CPU and more efficient. since no models publicly exist for this, the training tools are also in this (this is already released). it also now supports flux, controlnet, and inpainting. ♦️ metavm is being hardened extensively and is getting some huge perf upgrades The entry opportunity has literally never been more favorable at just $9m mc .... Its actually insane what you get for what you pay (if launch is successful) Do with this info what you will. It's a bet I'm taking but it's not for everyone

Keep @cass_on_mars safe at all costs. $Quil will be disrupting multi billion dollar corporations & their revenue models in a very high clip. The tech can’t & wont be stopped. Genie is almost out of the bottle 🪄

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

Hey Q fam! Here is a summary of the latest live stream with @cass_on_mars (@QuilibriumInc founder). ✨ Quilibrium: What's new, 2.1.0.23, and more! Cassandra Heart covers node rewrites, service updates, and a sharp critique of recent industry security failures. ▶️ Watch it on YouTube (English captions): youtube.com/watch?v=KVVNQtHd… ▶️ Watch it on X: x.com/QuilibriumInc/status/2… ✅ Key topics: ⦿ Node rewrite from Go to Rust (2.1.0.23) ⦿ Quorum Mobile App Store release and major UI overhaul ⦿ MegaRPC, QKMS SDK, QStorage, Klearu, and MetaVM updates ⦿ Industry security incidents: Vercel breach, eth.limo DNS hijack, Layer Zero exploit ✅ Business Update: Zapme Social Goes Decentralized Zapme Social has fully migrated its storage onto Q Inc. and is planning to move additional infrastructure components onto Q as new features of QConsole and Q web services are released. ✅ Node Release 2.1.0.22: What Was Fixed The 2.1.0.22 release shipped earlier this month and included several bug fixes: improvements to the TUI, an activity eviction bug fix, a seniority merge bug fix, and heavy bandwidth fixes. ✅ The Big Change: Node Rewrite in Rust (2.1.0.23) The 2.1.0.23 update represents the most significant architectural shift in Quilibrium's history: the node is being rewritten from Go to Rust. The root cause was Go's garbage collector. Deep profiling via PPROF revealed that the GC's "stop the world" behavior was causing the BlossomSub pub/sub layer to drop messages, RPC resource access to halt, and the submission layer to stall — all due to the same underlying issue with message processing loops hanging at irregular intervals. This is not the first time Go's GC caused problems. Every performance-sensitive component of the crypto stack, including BLS48581 and the Wesolowski VDF, had already been moved to Rust for the same reasons. The protocol's multi-instance worker model (master capped workers) was itself a workaround for Go's inability to pin cores to single threads and its unpredictable GC behavior. The move to Rust also enables a simpler architecture: in non-clustered mode, a single process can now manage all worker threads rather than requiring separate isolated worker instances. Important clarifications: ⦿ QClient remains in Go and is not being migrated ⦿ All corresponding Go libraries remain compatible and unaffected ⦿ RocksDB migration from Pebble is straightforward ⦿ Most of the Rust groundwork was already done since ~version 0.18, when services like QNS and Quorum Mobile features were already being written in Rust The 2.1.0.23 branch will be published as soon as all major deployment scenarios have been validated internally to minimize surprises during community testing. ✅ Quorum Mobile: App Store Release Incoming Quorum Mobile has completed a major overhaul and is currently going through the App Store approval process. A TestFlight / Google Play beta update is also being released alongside the App Store version. Key improvements: ⦿ Full UI redesign, including a space explorer for discovering public user spaces ⦿ All encryption, decryption, and network communication moved from JavaScript to native code, eliminating the React Native bridge overhead ⦿ Deep performance pass: memoization fixes, background thread optimization ⦿ Voice and video calls routed through Quilibrium's onion routing layer, preventing IP address and location leakage ⦿ Support for public profiles ⦿ Free Farcaster account onboarding built into the app ⦿ Ability to receive and send offers for QNS names directly in the app ⦿ iOS 26 "Liquid Glass" visual treatment supported Users upgrading from TestFlight to the App Store version will need to go through two upgrade steps due to how Apple separates TestFlight and App Store app data. Cassandra acknowledged this is unavoidable but is working to make the migration as seamless as possible. ✅ MegaRPC: Now Live MegaRPC has officially launched. It is a privacy-preserving RPC service that uses ORAM-based queries so user data cannot be linked or shared. It is described as "the first RPC service that can't be evil." Wallet teams are already in discussions to integrate MegaRPC as an alternative to public RPC providers that charge high fees and cooperate with government data requests. Teams that do not want to run their own MegaRPC node can access the service via QConsole API keys. ✅ QStorage Update: Sub-Account Ownership QStorage now supports sub-account ownership, allowing developers to create cryptographically enforced, compartmentalized access controls. Write keys are tied to specific sub-accounts rather than the root account, meaning the root account owner cannot access user-uploaded content if the policy is set correctly. This is particularly useful for social applications where user data should only be accessible to the user themselves. ✅ QKMS Update: New SDK with Drop-In Compatibility The QKMS SDK has been updated with sub-account ownership and a new developer-facing API that is intentionally designed to be drop-in compatible with wallet-as-a-service SDKs like Privy. Developers familiar with those tools will feel at home immediately. The SDK supports multi-party computation (MPC) key generation on the fly, including 2-of-2 threshold signing and configurable T-of-N group wallets. Supported key types include: ⦿ BLS12381 (Ethereum validator keys, enabling programmatic group validator wallets) ⦿ BLS48581, DCAF448, and ED448 (Quilibrium-native keys) The SDK is published at github.com/quilibriumnetwork…. ✅ Klearu Update: Multimodal and Classifier Expansion Klearu, Quilibrium's MPC machine learning framework, now supports image classification via MPC. Use cases include verifying photo authenticity in crowdsourced apps (for example, filtering non-bird images in a bird-watching app) or pre-screening uploads in social media platforms for policy violations before content ever hits storage. The LLM model has also been expanded to support multimodal input, allowing image submission to the model with text-based queries about the image content. ✅ MetaVM Update: EVM-to-Consensus Proofs Coming MetaVM currently supports execution-layer zero-knowledge proofs. The upcoming update adds EVM-to-consensus proofs, enabling a full chain-of-custody proof for Ethereum transactions that covers: ⦿ Execution validity (Merkle-Patricia tree proof of the transaction and all SLOAD/SSTORE events) ⦿ Block production ⦿ Consensus layer binding ⦿ Epoch finality via Casper FFG (2/3 of total stake attested) The practical outcome: when querying a transaction through MetaVM, developers will be able to verify the full economic security of Ethereum as part of the proof, leaving no reliance on RPC trust. ✅ Other Releases: Balance, Hypersnap, FFX Balance, Quilibrium's Communicating Sequential Processes language that enforces CSP constraints at the language level, is now available on GitHub. Hypersnap has shipped several updates including nightly builds, expanded API compatibility (webhooks and notifications), and a preview of Snap Compute and Emulator (FIP21). A token is planned; details are discussed in Hypersnap dev calls. FFX, Quilibrium's equivalent to AWS Lambda (part of MetaVM), is launching public access this week with Node.js support. ✅ Industry Security Incidents Vercel was compromised in a global account breach, with credentials and API keys now circulating on the dark web. Cassandra noted that full account isolation would have mitigated the damage, and positioned FFX as a more secure alternative for Node.js serverless workloads. eth.limo's DNS account was compromised on EasyDNS via social engineering and redirected to attacker-controlled name servers; CoW Swap was also hit by a separate DNS hijack attack the same week. QNS is presented as a more proof-based and privacy-preserving alternative to traditional DNS. The most substantial commentary was reserved for Layer Zero's incident report. A DAO exploit resulted in a compromised RPC node, attributed to Lazarus Group, that returned fraudulent transaction data. Two other Layer Zero-operated RPCs had been DDoSed offline, leaving a single compromised RPC that returned different responses depending on what was querying it. Cassandra called out Layer Zero's statement that "RPC verification is a fundamental limitation of all off-chain services" as false and irresponsible, arguing that the real failure was not verifying execution proofs. Trusting an RPC without cryptographic proof of execution, inclusion, and finality is a design choice, not an inherent limitation. Full zero-knowledge proofs of the kind MetaVM provides make this class of attack obsolete. The Q R-Bridge uses T-of-N MPC confirmation and is being upgraded to use MetaVM, making a single-node compromise insufficient to authorize any cross-chain action. ✅ Security Reminders ⦿ Do not trust links on Twitter/X claiming to be from Quilibrium, even if the URL appears correct. Short links can mask the real destination. ⦿ There is no wallet migration. Any Telegram group claiming otherwise is a scam. Report it immediately. ⦿ Always verify accounts before interacting. $QUIL

Hearing some seriously promising things about $QUIL going live imminently Look, ive been waiting for this and hodling for like 3 years To buy now at all time lows and ride it up after launch could be a massive play Worth paying attention

Stream incoming: April 20th, 8am UTC. We’re going live to walk through everything that’s been building under the surface👇 • 2.1.0.23 • QStorage updates • QKMS upgrades new wallet SDK for developers • Quorum Mobile — full UI revamp, miniapps, wallet features, voice/video calling, space explorer, public profiles • F(x) • Relational • Hypersnap Watch here on X or live on Twitch! twitch.tv/0xcassie

If decentralization truly matters, build where it’s real. ✅️No single point of control. ✅️No off switch. ✅️Infrastructure grounded in math, privacy, and verifiable execution ➡️with native scalability enabled by a hypergraph architecture. #Quilibrium @QuilibriumInc $QUIL

Here we go, new internet incoming 🤟 $QUIL

Want to know how Sharding in @QuilibriumInc and how the tech connecting the network and the data? Read this info it will help you understand what is achived and what we are missing to fully operational network. Quilibrium splits the entire global network state into exactly 3,098 shards (at this point) — each one holding only ~0.032% of the data.

At 100% shard coverage the $Quil mainnet goes live and fully operational This is achieved once 0 halt-risk shards remain The .22 update today addressed coverage issues and cut bandwidth consumption significantly (up to 90% reduction) Halt-risk shards are already ticking down much faster since the update which is awesome To give an idea of the progress and how much longer it might be... check the 1-week difference between these 2 screenshots But keep in mind most of the progress during that week was before the update today which has sped it up further You can see the halt-risk shards and watch them tick down in real time at quilscan.com