1

I think there is still a majority of people who don’t understand @QuilibriumInc $QUIL. I’m going to try to explain it a bit differently, especially by comparing it to something everyone knows: AWS. You can think of Quilibrium as a decentralized, privacy-focused alternative to AWS or traditional cloud service providers. It uses Multi-Party Computation (MPC) and cryptographic technologies to offer cloud-like services without a centralized authority. You need to understand this: Quilibrium is not a blockchain. It’s a decentralized compute network, not a ledger system. Applications built on Quilibrium can’t be taken offline by governments, corporations, or any central authority, unlike websites or services hosted on AWS or other traditional providers. When Quilibrium says they are building the new internet, they mean creating the infrastructure to shift power from centralized corporations back to users, fulfilling the original ethos of the internet: free, open, and user-centric. Quilibrium’s privacy-first, compute-anywhere philosophy supports this vision by offering alternatives to cloud giants Key Analogies to AWS: Hosting and Computation: Like AWS provides computing resources for running applications, Quilibrium offers decentralized infrastructure to run applications. However, the computation happens without revealing private data, thanks to MPC. Decentralized by Design: Instead of relying on centralized servers, Quilibrium’s peer-to-peer model ensures applications remain online, censorship-resistant, and immune to single points of failure. Privacy-Preserving: Unlike AWS where data is exposed to the cloud provider, Quilibrium never reveals raw data. Encrypted data is processed securely, aligning with the increasing demand for data privacy. How it Differs from AWS: No Single Owner: AWS is owned by Amazon, while Quilibrium relies on a decentralized network of participants. User-Controlled Data: Users maintain control of their data even when using complex cloud services. In summary, Quilibrium could be described as a decentralized, privacy-preserving cloud service platform that offers the flexibility of cloud computing without compromising on privacy or decentralization.

I want to provide a different perspective as an investor in $QUIL. Let’s say you don’t care about the technology and are only here for speculation, which would be more than understandable. Given the upcoming launch of Nillion’s mainnet in February, I think it’s a smart idea to anticipate the spotlight that will shine on the project and position yourself in a beta-play ahead of time. --> That play is Quilibrium. Here are a few points to consider: - I believe Nillion will have a market cap around $500M to $1B at launch, and it is debuting at an opportune time given the current bull market cycle. This could escalate quickly and reach impressive valuations due to the timing and the "shillers" involved. - In my opinion, Quilibrium is undervalued. Conservatively speaking, $QUIL should be worth at least 50% of $NIL ’s valuation, without significant bias. - Quilibrium’s tokenomics are currently very favorable, as a large majority of the supply is already circulating. - Aside from miners on $QUIL, absolutely no one is in profit. What does this mean? Selling pressure is lower—it makes much less sense to sell at these prices (except for capitulation or those selling at a loss). Does this mean the bottom is in? I won’t go that far, although I have my own opinion—you can decide for yourself. In conclusion, this post is not meant to undermine Nillion but rather to offer a logical and rational view, without even considering the technology. To sum up, with $QUIL sitting around a $50M market cap at the time of this post, I estimate that this could be your next 10x or 20x with size, without really “gambling”—relatively safe. (This is not financial advice; take responsibility for your own decisions.)

In the coming days, we'll start posting some clips from the recent Q&A with @cass_on_mars on the latest Quilibrium developments. $QUIL $wQUIL Here is the first clip: Quilibrium's Approach to Sustainability and Strategic Vision You can find all the clips also on YouTube: piped.video/watch?v=LYFyqeI8… Transcription: Quilibrium remains a bootstrapped project with no VC backing. While this is great for decentralization, how do you ensure long-term sustainability? Are there plans for funding, grants, or other strategic partnerships? So simply put, we're in the process of fundraising with accredited investors. I should note that we are not making any statements or asks for investors in this particular AMA. That is not how we operate. We operate within the confines of the law under the United States in our explicit stances. No token warrants and no willingness to engage with investors that demand them. There are many VCs who do not demand these. We talk to them. Let me break down the long-term sustainability question in relation to funding: Grants, strategic partnerships, funding, and grants are common components of coins that have pre-allocations. We didn't do this. We had a completely fair launch. Q Inc. had to run miners in the same equal roles that everyone else had, and by consequence, we have well under 1% of the total tokens on the network. Our position on the use of tokens has not changed. As a utility token, we do not engage or encourage speculation of the token. Our purpose in holding the token is to utilize the network for its intended purposes. One of these cases is quorum, and other cases also include things like providing AWS-compatible services and additional intrinsics we want to put on the network to support things like machine learning. What we do intend to do is help developers onboard and provide a free tier of access to these compatible services so people can see the ease of switching over and even begin to do so before having to actually put any money toward it. In that same vein, when we were running miners in the earlier days, we chose not to continue because things are so complicated and nebulous that we don't want to potentially be seen as having a strategic advantage when we don't. But we still don't want to create that type of narrative. So we don't run miners right now, but we do want to at least have the token supply that we currently have as Q Inc. to facilitate the utility of the network that we are going to provide through these SDKs. Additionally, our strategic partnerships have been focused on those who need these services basically yesterday, let alone today. The biggest set of customers we've been talking to for immediate onboarding are Wallet-as-a-Service providers and decentralized apps using S3 to host their front ends. This is part of the whole mission of serving other protocols. For those who have never launched an app on networks like Ethereum or Solana, when you launch a decentralized app, you put a contract on the network. That contract is some very small application code because these networks cannot execute particularly complex applications, or if they do, they can't do them cheaply. So a lot of the time, it's focused on just putting small amounts of data on the network and then putting a very nice, clean user interface that wraps around it—and maybe sometimes a server-side component that's handling some additional bookkeeping. The biggest irony about all of these decentralized applications is that they're not actually decentralized, at least on the front-end side and sometimes not on the back-end side. This is where Quilibrium provides a very nice way to mesh with other networks. We provide the ability for people to host those front ends, host the back ends, and that's where we're going to fit in really well within that particular side of the crypto ecosystem. Other than those individuals, we are going to, of course, try to encourage other people to build, see what new types of applications can be built, and build new primitives. We aim to onboard entirely new concepts that simply cannot exist in the crypto ecosystem today. One thing I also want to note about the customers we're talking to is that a lot of them have actually spoken to us unprompted. We haven't really done cold sales. Cold sales have been something that, you know, me personally, I'm a software developer. I'm not a salesperson in general. So, trying to do cold sales to people—I can do it, but I'm not really happy about doing it, and I'll do it when I have to. What’s been unique is that every single time we talk about the unique advantages of the network and what we’re building toward, we get so many people who are entrenched in the space already, who are building, saying: Yes, this is the problem we want to solve. We can’t currently do this. We’re relying on these centralized things, and we can’t move those things onto these chains because they can’t support it. So that’s actually been really cool. Just talking about it has been a funnel in itself.

$QUIL looking good

Track your trades and own your mistakes. Be proud if you survived the crypto wars up until now. $TAO

Quilibrium's Passkey Revolution: Say Farewell to Crypto Wallets and Seed Phrases 🔑 What are passkeys? Passkeys are digital keys stored on your device, using biometrics or a PIN for verification. They eliminate the need for complex passwords, enhancing both security and convenience. 🔒 How passkeys work: Your device creates a unique key pair when you set up an account. The website stores the public key, while you keep the private key. Login is simple - use your biometrics or PIN, and your device proves it's you without sharing sensitive data. 💡 Quilibrium's innovation: Quilibrium replaces traditional crypto wallets with passkeys. Users interact directly through their browser, removing the need for a separate wallet app and simplifying the user experience. 🚀 Benefits over traditional crypto wallets: Quilibrium's approach offers improved user-friendliness, enhanced security, and phishing resistance. It eliminates seed phrases and limits risk if compromised, making it safer and easier to use than traditional wallets. 🌐 Why it matters: This innovation lowers barriers to entry, provides a familiar authentication flow, and enables seamless integration with existing tools. It also supports decentralized identity management and improves overall fund security. 🔮 The future: Quilibrium's use of passkeys points towards more accessible decentralized networks, smoother integration with web services, and the potential for wider blockchain adoption in everyday digital interactions. Quilibrium is setting a new standard for security and usability in the Web3 era. $QUIL

What is the biggest risk to Quilibrium's success, and how are we addressing it? More clips from the last Q&A with Quilibrium founder @cass_on_mars are on YouTube: piped.video/playlist?list=PL… $QUIL $wQUIL

Ok bros, enough is enough and I got to spit this out. I never been a moonboy and never will. But I see a lot of people losing their shit because $WQUIL price is down only since Christmas and despite Quorum got released. So listen to me you sneaky retard piece of shit. You’re telling me $QUIL is not needed because it’s like reinventing the wheel, no one needs an anonymous internet, or another clone of Discord even if it’s a decentralized shit or whatever… bla bla bla whining about this whining about that. Price is down bad tech… muhuhuh when 2.1? Quilibrium is overvalued at 40M mcap etc etc etc 🤤 So tell me mothafucka do we fkin need a freaking Fartcoin at 2 billions? Say it again Fart-coin… 🤡 How many projects in the top 200 right now have already a barely usable product, even buggy, like Quorum was at launch (but is improved every fkin day if you paid attention)??? Yes like in every project where mining is involved, mined tokens are supposed to be dumped. Yeah the sell pressure was big after 2.0 and still is but not for long, again you’ll knew if you did a part of your homework little prick. Things will improve. They already are. So give me a fkin break about $QUIL and go fuck yourself if you don’t get why the project is mispriced even with the few questionable choices that were made and are now being adressed one after the other. Like you never did any mistake in your own projects? Oh wait, you never had any right? Either you sell and move on (like some fkin miners who never did anything except dumping since the beginning while some other barely sold any to cover costs and contributed on a daily basis to help Cassie, because yeah there is actually a main leader, it’s not an another fkin community project u sucker), you could even have DCA if you were not that retarded to ape all your bag at once before the 2.0 because your favorite kol told you so. Never heard about splitting your entries u monkey?🐒 But you’re here to make money I heard, whatever it takes right? Then if you can’t have any convictions about your choices on this space why you don’t go sell your mommy’s panties on eBay or deal viagra in front of Walmart? It’s making money too uh?🤤 I’m not the one that will tell you that something will succeed for sure, I got no crystal ball, but I got the luxury to be able to invest and lose a decent amount of money just for ideas right now, thanks to the previous cycle. If you can’t afford this kind of conviction please kindly go fuck yourself again and move your ugly empty head out of my face and buy more $TRUMP with you minimum wage. Being billionaires exit liq seems the best role you can have right now Cheers and happy new fkin year 🤙 And good freaking luck to Quilibrium. Paris was not made in a day, u suckers

🛠️ Gas fees and dynamic fee market on Quilibrium $QUIL Quilibrium’s gas fee system is built around a dynamic fee market that adapts to network usage. Fees are calculated based on three key factors: 📊 Data Size: The amount of data the transaction processes or stores. ⚙️ Execution Complexity: The computational effort needed for the transaction. 🔒 Proof Size: The size of the cryptographic proof generated to verify the transaction. Quilibrium’s fee market is a flexible, fair system designed to align transaction costs with their real impact on the network. It prevents abuse, discourages spam, and ensures fees adapt dynamically to changing conditions, keeping the network efficient and accessible for all users. 💸 How Fees Are Calculated Baseline Fee: The starting cost is 0.000000000125 QUIL per byte. This ensures every transaction has a minimum cost, even for small operations. Impact on Emissions: Fees increase if a transaction significantly adds to network storage or complexity, as this affects emissions (new QUIL generated for network participants). Actions that reduce state, like deleting data, are free. Dynamic Adjustments: The fee includes costs for execution and proof sizes, which are calculated after the transaction starts. If a transaction is too complex or large, it may fail, with forfeited fees discouraging abuse. ⚖️ The Fee Market and Multiplier System To keep fees fair, Quilibrium uses a fee multiplier. Here’s how it works: Provers (nodes processing transactions) commit to a fee multiplier during each proving window (a short time interval). The lowest multiplier among provers in a "ring" (a set of provers for a shard) becomes the cap for all fees in that ring. This encourages competition: if fees get too high, new provers can join the ring and lower the multiplier. ❓ Why Is This Important? Without the multiplier system, fees could spike in high-demand situations, making transactions expensive or inaccessible. The multiplier ensures fees stay balanced, even if provers attempt to exploit demand. Provers can’t change their multipliers instantly—they must wait until the next proving window—adding stability to the market. 🔝 How High Can Fees Get? Simple token transactions will have minimal fees because they use little data and processing. Complex operations with high data or proof demands will cost more. The more impact a transaction has on the network’s state or emissions, the higher the fee. In extremely high-demand scenarios, fees may rise temporarily, but the multiplier system ensures competition keeps prices reasonable. P.S. For a high level technical explanation of all this, see: paragraph.xyz/@quilibrium.co…

ICYMI here is my favorite new toy 🧸 @FACT0RN #Blockchain, a recipient of the 2022 @Coinbase #Crypto Community Fund grant, has implemented an innovative approach replacing hashing by integer factorization as #PoW; a problem of interest to both the private sector, the public sector, and the academic community. The FACT0RN Blockchain was officially launched on April 20, 2022, at 6:09 AM EST and has been successfully operational for over a year. Currently, it boasts more than 120 active nodes, and a rapidly increasing difficulty level. The PoW mechanism employed by FACT0RN Blockchain involves integer factorization of brilliant numbers in base 2. The process of #mining a block is structured in a way that the most cost-effective method is to sieve random intervals given out by the nodes for brilliant numbers based 2. On average, several nonces and 10's of thousands of numbers will need to be factored before a brilliant number in base 2 is discovered by a miner. Due to the widespread interest in factoring within the cryptographic community and among over a dozen hobbyist communities, FACT0RN Blockchain is introducing a 'deadpool' feature. Users can participate by paying a fee in FACT coins and submitting a number to be factored in the deadpool. Additionally, others can contribute more coins to any number already in the deadpool. This feature is currently under development.

Last 5 days' statistics from quorummessenger.com, powered by the @QuilibriumInc network. This is what happens when decentralization and privacy truly matter. $QUIL #LLTI

The European Commission offered 𝕏 an illegal secret deal: if we quietly censored speech without telling anyone, they would not fine us. The other platforms accepted that deal. 𝕏 did not.

Decentralized Intelligence for Predicting the Future @Satorinetio Alpha Alert‼️ 💢What is Satori? Satori is a blockchain-based platform designed to predict the future by analyzing how the world is evolving. Its predictions are free, open to all, and immune to censorship, made possible by blockchain technology. Powered by an automated machine learning engine, Satori predicts future events by integrating blockchain and artificial intelligence. It operates as a network of interconnected computers called Satori nodes, with each node assigned a specific type of data to monitor - such as stock prices, government statistics, or climate metrics. These nodes continuously improve their predictive models by identifying patterns, finding correlations, and collaborating with other nodes. Running nonstop, Satori nodes specialize in their tasks and deliver increasingly accurate predictions in real time. By focusing on temporal analysis, Satori introduces a scalable, distributed, and autonomous system for predicting the future. It combines distributed computing, machine learning, and blockchain to create a network of predictive models that operate without centralized control. "Inspired by the Zen Buddhist concept of enlightenment, Satori seeks to redefine artificial intelligence by focusing on temporal prediction" Unlike traditional #AI systems that process static data sets, Satori processes live data streams and continuously refines its models to predict future outcomes. This focus on real-time learning enables Satori to deliver dynamic insights that overcome the limitations of traditional batch processing methods. At its core, Satori combines a decentralized architecture with biologically inspired mechanisms. This ensures accessibility, scalability, and resilience. By leveraging the synergy between blockchain and AI, Satori enables uncensored, verifiable, and collaborative predictions of the future. ➰Satori's Architecture and Mechanism Satori's functionality comes from three interconnected components: 1-)Automated Machine Learning Engine Satori's nodes, called $Satori neurons, are lightweight and modular. Each neuron observes data streams and continuously generates predictive models. The engine is automated. *Feature selection *Hyperparameter optimization *Model evaluation *Continuous learning from new data 2-)Publish-Subscribe Network The publish-subscribe model allows neurons to interact and share predictions. Instead of synchronizing model weights (as in traditional distributed AI), neurons share future predictions, which *Reduces bandwidth consumption *Provides decentralized scalability *Facilitates collaborative learning between nodes 3-)Blockchain for Coordination Blockchain serves as the core of Satori, ensuring that; *Decentralized incentives for neuron operators *Transparent and tamper-proof record-keeping *A marketplace for private and public forecasting services ➰The Science of Prediction ▪️How Satori Predicts the Future Satori's unique approach revolves around temporal pattern recognition. Traditional AI models often prioritize spatial patterns by analyzing static snapshots of data. In contrast, Satori's neurons focus on sequential data streams, identifying correlations and trends over time. The prediction workflow includes: 1-)Data Ingestion: Each neuron subscribes to specific data streams, such as stock prices, weather updates, or social media trends. 2-)Model generation: The neuron processes the incoming data and generates a predictive model tailored to the dynamics of the stream. This model is iteratively refined using online learning algorithms. 3-)Prediction Output: Once a model has stabilized, the neuron predicts future values for its data stream. These predictions are broadcast to the network and made available for external consumption. 4-)Network collaboration: Predictions from multiple neurons converge to improve accuracy. For example, a neuron that predicts stock prices can improve its model by incorporating predictions from a neuron that monitors global economic indicators. ➰Philosophical and Ethical Considerations ▪️Decentralized Consciousness Satori introduces the concept of a network of collective intelligence, similar to a hive mind. Unlike human consciousness, which is rooted in embodied experience, Satori's collective consciousness is purely data-driven. Each neuron operates independently while contributing to the network's common goal of accurate future prediction. ▪️Ethical implications Satori's transparency and decentralization aim to mitigate concerns about the centralization of power in AI. By democratizing access to predictions, Satori ensures that its insights benefit everyone, not just elite stakeholders. However, the ethical challenges of bias, misalignment with human values, and misuse of predictive capabilities remain critical areas for vigilance. ➰Applications and Impacts 1-)Public Good Predictions generated by Satori are freely accessible, empowering individuals and organizations with real-time insights. For example: *Predicting natural disasters *Forecasting economic trends *Monitor public health metrics 2-)Marketplace for Predictions Beyond the public offering, Satori enables customized predictions for specific needs. Organizations can anonymize proprietary data and leverage the network for personalized insights. 3-)Advancing AI-Driven Research Satori's decentralized and autonomous nature creates opportunities for collaborative research. By analyzing diverse data streams, the network can uncover hidden correlations and drive scientific discovery. ➰Technical Comparison: Traditional AI vs Satori ➰Future Directions 1-)Scaling the network As Satori continues to evolve, expanding its data stream coverage will be critical. Greater compatibility with IoT devices and sensor networks could enable predictions in areas ranging from agriculture to urban planning. 2-)Improving Security and Stability Strengthening Satori's resistance to adversarial attacks is critical. Integrating advanced cryptographic methods and anomaly detection systems can ensure the integrity of predictions. 3-)Integrating ethical oversight Establishing transparent governance mechanisms will ensure that Satori remains aligned with human values. This includes embedding ethical AI guidelines into its decentralized governance structure. ➰TEAM Founder:@jordanmiller333 Resident AI Expert:@WilBown ML Expert:linkedin.com/in/jerome-solle… ➰Tokenomics -Fair Launch -Satori had no pre-mine and no airdrop. -Circulating supply is 272k and MC is 8.5m -Required Stake: 11 $Satori on the Evrmore blockchain to run a neuron. "So the key point here is for earning rewards via predictions you need to hold 11 $Satori so the real circulation is way less!" Super Undervalued Right Now! Listed on safetrade and @base bridge is coming soon!!! safetrade.com/exchange/SATOR… ➰Final Words Satori represents an advanced integration of artificial intelligence and distributed systems, with real-time temporal prediction as its core function. This approach addresses the inherent inefficiencies of traditional AI systems, which often rely on static data sets and centralized processing, by enabling scalable, autonomous, and transparent solutions. As the network evolves, Satori's ability to accurately predict future events could revolutionize industries, democratize access to predictive insights, and provide a foundation for distributed collective intelligence. Rooted in principles inspired by biological systems, blockchain technology, and advanced AI methodologies, Satori is designed to function as a decentralized network of predictive agents. These agents, or "neurons," operate independently to analyze data streams and generate real-time predictions. This innovative architecture not only advances the practical application of AI, but also creates a new computing model for the interaction between humans, machines, and predictive technology. For Further Information satorinet.io Watch! What is the Satori Network? piped.video/zT4eCmTbo7M?si=A8Tr…

It's surprising that no one is highlighting one of the most bullish aspects of $QUIL , a legally compliant US entity. @DOGE might want to take note of this groundbreaking, US-born innovation that's pioneering a completely original and unique Web3 technology. Could this be the next big thing? We think so.