DnLekan

My first app on Solana Devnet integrated with @Arcium I’d really appreciate it if you try it out ☂️ privo.tech I’ve built private voting with double vote protection and fully confidential computation. Any user can create a poll or vote in existing ones Yes, it’s an MVP, but most of the core features are already there. I’ll be improving things step by step Special thanks to the guys who helped me, much love @rodionadov @p0k_p0k 💜

Bless u 😶‍🌫️

@Arcium and anywhere

Privacy for anything.

gMPC ☔️ Summary of the March 20 AMA @Arcium Today's Topics: Reviews and RTG / Technical Progress and Timelines / ARX / TGE and Mainnet ◭ RTG Status and Reviews ◦ Backend launch: Arihant is wrapping up the technical side of the platform. Application reviews are expected to start literally today or tomorrow. ◦ Selection criteria: Loosty plans to be stricter than in Wave 1. The focus is not on reach or likes, but on quality and authenticity. Content should be well thought out and actually useful, not just made for farming. ◦ New campaigns: After reviewing existing submissions, the team plans to launch weekly RTGs around specific campaigns or events. ◭ Technical Progress and Timelines (TGE/Mainnet) ◦ Q1 plans: For now, the plan for TGE in Q1 is still on track. However, Loosty mentioned that external factors like market conditions or global conflicts could affect the final decision. ◦ CSPL: Due to audit delays, timelines have shifted slightly. The team is working closely with the Solana Foundation to ensure everything is implemented properly. A dedicated AMA with more detailed updates is expected next week. ◦ Transparency: The team is trying to stay as open as possible about delays, understanding investor concerns. More detailed updates are expected next week. ◦ Balance check: Users will be able to check their ARXs token balances closer to TGE. ◭ Ecosystem and Applications ◦ Umbra: This will be the main flagship app launching together with mainnet. ◦ Other partners: Arcium will continue supporting projects like Anon Mesh, Stealth, Bench, and Craft. ◦ Integrations: There is growing demand from different protocols to integrate Arcium. The team is preparing an updated ecosystem map. ◭ ARXs Token Philosophy ◦ Utility: The ARXs token has real use, similar to SOL in the Solana network. It is required for node operators to stake as a form of reputation. Dishonest nodes will be punished via slashing. ◦ Do all projects need a token: Loosty believes many Web3 projects don’t need a token at all. Projects should be treated as real businesses that generate revenue, not as casinos for quick money. By the way, this is what I wrote about recently, @loosty I hope you read it x.com/dnlekan/status… ◭ Community Mechanics (Aura and Merch) ◦ Aura vs EC: Aura points are not connected to Encrypted Credits. Aura works more like lottery tickets. ◦ Raffles: After the AMA, a special channel will open where users can spend their Aura to participate in weekly merch raffles. ◭ Summary The Arcium team continues working in a very intense mode, juggling multiple priorities at once, trying to meet Q1 deadlines without sacrificing security or quality. See you next weak , stay

gMPC 🌂 New features and updates privo.tech ➢ Implemented a WL system. You can now create limited polls and add specific wallets. The Arcium program allows on chain verification ➢ Added mobile optimization ➢ Migrated to v0.9.2 ➢ Improved UX As always, would love your tests fams @Arcium | @solana

@zefirium there's a bit of problem , someone have to take responsibility and it's definitely not AI

Marketing agencies are finished. Total bullshit. No matter how good AI gets at analysis, you’ll still need to personally build and manage the project’s community and negotiate one-on-one with KOLs. This job is way too delicate, no algorithm can replace real human relationships.

Let’s check this out Curious to see if I can be useful here You can never have too much experience 🪬 dnlekan.site

@Arcium Encrypted voting heeeerreeeee ☂️ x.com/dnlekan/status…

Dark Pools, Sealed-Bid Auctions, Private Perpetuals, Private Lending, Private P2P Trading, Opportunity Markets, Private Prediction Markets, Private Opinion Markets, Encrypted Voting, Confidential Tokens (C-SPL), Raffles, Poker, Blackjack, Dark Forest, Battleships, Selective Disclosure, Private Social Graph, Private Subscriptions, Private Messaging & Email, Private Matchmaking, Encrypted RAG, Encrypted Model Training, Collaborative Encrypted Model Training, Encrypted ML Predictions, Encrypted ML Marketplaces, Private Contact Discovery, Encrypted DNA Matching, Private Biometric Login, Private Analytics, Private Recommendation Engines, Encrypted Behavioral Analytics, Autonomous Crypto Agents, Compliant Patient Analytics, Compliant Model Training on Sensitive Data, Private Clinical Trials, Hyper-Personalized AI uhhh, yeah.

gMPC 🌂 Full Recap of Friday's AMA Today's Topics: RTG, TGE, Educated Role, Ecosystem, and Web2 👀 @Arcium ◭ Reward system update: from credits to vouchers Loosty announced a transition from the old encrypted credits system to a new, more transparent and gamified mechanic. ◦ Vouchers and Lottery: Now users will receive vouchers for participating in any activities like AMAs, fireside chats, games, or regional events. ◦ Merch raffles: Every week there will be a lottery spin during the live AMA. Participants can decide how many vouchers they want to put in for that week. ◦ Automation: Attendance in voice channels will now be tracked automatically by an updated bot called GMPC helper. ◦ Naming: Loosty is also looking for a better and more unique name instead of "vouchers" to make the system sound cooler. ◭ Educational program and the “Educated” role Loosty is working on building a solid educational base for the community. ◦ Learning process: The program will start from the very basics like what blockchain is, and then move to Solana specifics and Arcium technical details. ◦ Reward bonus: Users who pass quizzes and complete the program will get the Educated role. This role gives a permanent +1 voucher bonus for every event you attend. For example, instead of 1 voucher for an AMA you will get 2. ◦ Goal: The goal is to make it so every community member can explain crypto and Arcium in simple words, even to their grandma. ◭ RTG status Many people asked about the delay with RTG application reviews. ◦ Reason for the delay: Arihant has been very busy with travel, the Mainnet Alpha launch, and CSPL development, which had higher priority than setting up the backend for grant reviews. ◦ Timeline: Application reviews should start next week. ◦ Resubmission: If your application gets rejected, you will be able to improve it and submit it again. ◦ On-chain tasks: Soon we should also see the first experimental RTGs connected to on-chain activities. ◭ TGE, Mainnet and plans ◦ Timeline: Plans for TGE in Q1 are still the same, unless something unexpected changes from the founders’ side. ◦ CSPL: More news about this technology is expected within the next couple of months. ◦ Loosty’s vacation: Next week Loosty will be on vacation to spend time with family, but he said he will still stay active on Discord and X. ◭ Ecosystem and Web2 ◦ Integrations: They mentioned possible cooperation with the prediction market Mele, as well as projects like Soul Router for private AI and Umbra for private transfers. ◦ Web2 market: The team is already in talks with large institutions outside of crypto, but they can’t share details yet. ◦ EVM: Technically Arcium infrastructure can work with any blockchain, but right now the main focus is capturing the Solana market. ◭ AI, “vibe coding” and technical background Loosty also shared his experience using AI to build community tools. ◦ Claude and vibe coding: Using Claude, he managed to create three bots in a week (including a Telegram bot) even though he almost had no programming background. ◦ AI risks: Loosty also warned that AI collects everything you input, so you should be careful with private information. ◦ Developer journey: By education and career Loosty is actually a mechanical engineer. He worked with hydraulics and strength calculations in SolidWorks. Now he is actively learning Python to better understand how AI and blockchain work under the hood. Activity schedule Wednesday Fireside chats. More casual community talks. Friday Main AMA sessions. Future Content creation workshops are planned.

gMPC ☂️ Yesterday I published an article In it I share some thoughts about: ◦ Who has managed to establish themselves in the market ◦ The challenges of building communities today ◦ Ways to retain early users ◦Paths for integrating with Web2 and much more. Would love to hear your ideas too.

gMPC fam ☂️ New week, new AMA Missed it? No worries I've prepared a brief summary of what happened for you ⇩ ⇩ ⇩ ⇩ ⇩ ⇩ ⇩ ⌖ RTG Platform and Wave 2 ∙ Review process: The RTG platform is in the final stage of backend setup. Loosty emphasized that he will personally review every submission, just like he previously checked hundreds of links every week. He reassured the community that no content will be ignored. ∙ Wave 2 timeline: Wave 2 will not end suddenly. The team обещает to announce the exact end date in advance to keep everything fair and transparent. ∙ Fighting low effort AI content: A certain quality standard will be applied during reviews. The team plans to filter out content made with basic AI tools, such as auto voiceovers and subtitles generated in five minutes, since that lacks real creative input. ⌖ Technical roadmap and priorities ∙ Focus on CSPL: The main technical priority right now is CSPL, Confidential SPL. Work on this technology and solving related challenges caused a slight delay in launching some RTG functionality. ∙ Mainnet and TGE: Plans to launch mainnet and TGE in Q1 are still in place. The team stays in close contact with investors and monitors market sentiment. The current strategy is to keep moving toward launch, though timelines could be adjusted if market conditions change. ⌖ Regional leadership and events ∙ Event Leads: Out of more than 100 applications, representatives were selected for specific regions. This is not an official job position, but rather a role for the most active and committed community members who will help organize regional activities. ∙ Tools: Event Leads will receive expanded Discord permissions, including voice channels and bot interactions. There are plans to create a shared events calendar that will automatically sync with the Discord events tab. ⌖ Market outlook and AI impact ∙ Job market transformation: AI will inevitably replace roles related to data analysis, statistics, and simple repetitive tasks such as call centers. ∙ Human value: As AI advances, the value of unique communication, creative writing, and art increases, since these are not easily replicated with prompts. Loosty recommends developing communication skills and building a recognizable style to maintain a competitive edge. ∙ Market cycle: The current slowdown in social media activity and the broader market is seen as healthy. It makes it easier to identify real builders who continue working regardless of external conditions. ⌖ Ecosystem and security ∙ Axiom case: Discussing the Axiom incident, Loosty noted that it was a management failure and an issue of excessive trust in one individual, not a flaw in privacy technology itself. In any company, there will always be roles with special access, and proper oversight is crucial. ∙ Marketing: Arcium plans to expand beyond the crypto audience and reach a broader market. There has been noticeable growth in interest from US users, especially after Yannik’s interview with Tucker Carlson. ∙ Partnerships: The affiliate program on X will be gradually phased out. Within the ecosystem, projects like Umbra, focused on private wallets, and Soul Router, focused on private AI computation, are highlighted as real world use cases of the technology.

@xing0981 @Arcium congrats leeeetss play

gMPC 🌂 I fixed some issues: ➢ Solved my callback problem, switched to two options (Yes/No). Now you can reveal your voting results and track other polls ➢ Improved the UI, updated the voting lists, added filtering, and added a results page privo.tech Would appreciate it if you could spend 5 minutes testing it, and I’d really love your feedback 💜 Next improvements planned ➢Implement a WL system. I already know how to build it. This will be useful for personal private polls ➢Mobile optimization @Arcium | @solana

gMPC ☂️ If you missed our Friday AMA @Arcium Today’s speakers were: @loosty @ZhugeLyang @Sobixx Honestly, the session was hilarious, but I’ll leave that part out of the review 😅 That said, if you’re into Viking conspiracy theories, jokes about the Russian mafia, and Arcium tattoos, you really shouldn’t skip the Friday AMAs ✱ Zama & Aztec price discussion We talked about possible reasons behind the token price drops of these major projects. One of the main factors mentioned was Binance Futures and pre market futures. Low liquidity in those markets makes price distortions much easier, which kills the surprise effect and fair price discovery at official listing. In Zama’s case, there was also a huge gap between the community price and the public price. ✱ Exchange dominance & legal challenges LuBu pointed out that Binance has become such a giant that smaller teams are practically unable to challenge anything legally. International law is complicated, and exchanges have vastly more resources. In many cases, teams don’t even know their tokens are being added to pre markets. ✱ Prediction markets, problems and potential Modern prediction markets like PolyMarket were described as ethically questionable, since people end up betting on tragedies and conflicts. At the same time, Arcium’s tech could potentially improve this model. Encrypted bets could hide odds and volumes, reducing manipulation risks from large liquidity players. ✱ The agent era of AI There were concerns about AI systems increasingly acting based on their own incentive mechanisms, which could lead to unpredictable outcomes. Still, Loosty expressed optimism, hoping AI could help solve major problems like cancer treatment and the energy crisis. ✱ Arcium & fair elections We also touched on how Arcium’s technology might be applied to voting and elections, particularly for identity verification, transparency, and preventing manipulation. ✱ Important interview announcement Towards the end, loosty teased a major upcoming interview. @yrschrade spoke with a very prominent figure. Supposedly a first of its kind interview aimed at a much broader audience.

@zefirium Мда , что есть то есть

Crypto is degrading Back then (competition & real evolution): ETH was the breakthrough → Solana launched a cheap and fast L1 NFTs were just jpegs → turned into functional assets Nothing was built on BTC → then came BRC-20 and other standards Now (straight-up plagiarism): InfoFi shows up, led by Kaito setting the narrative → everyone else either copies it outright or launches a downshifted version Polymarket → same thing, everyone copies Hyperliquid → again, copy-paste everywhere I don’t see any real competitors trying to actually leapfrog the originators. In AI something genuinely new drops every week, but in crypto we’re just sitting around waiting for any new narrative to appear… and then boom - 20 clones in a row.

Check out your Abstract Wrapped recap on wrapped.abs.xyz I don't have many badges, but I've been here since the beginning We've been researching the ecosystem for over a year, great date 💚 @AbstractChain

gMPC ☂️ Full recording and a brief recap of today’s AMA 🇺🇸ENG/RUS🇷🇺 @Arcium The AMA was dedicated to the launch of the RTG platform and summarizing the results of Wave 1 ⋅Wave 1 selection philosophy The team emphasized that participant selection for Wave 1 was a fully manual process. @loosty reviewed thousands of profiles on Discord and X to filter out “farmers” and AI-generated content, prioritizing authenticity and genuine interest in the project. ⋅RTG platform as a universal tool RTG is a new platform for participating in the ecosystem, replacing the old Discord role system. It is highly flexible: users can submit content in any format (YouTube videos, Medium articles, X posts) via a simple link submission form. ⋅Wave 2 and the tier system The second wave (Wave 2) is open to everyone, including Wave 1 participants. It will last until TGE. Participants can increase their tiers by completing tasks, which directly affects their status as “foundational community members”. ⋅Vision of privacy as a standard Arcium aims to become the “HTTPS for blockchain” an invisible but mandatory data protection layer for applications. The team sees huge potential in using confidential computing for banking and healthcare (for example, disease research based on encrypted patient data). ⋅Ecosystem partners Projects being built on Arcium were highlighted, such as Anon Mesh (offline messaging and payments) and Umbra (private transfers). The team emphasized that Arcium is infrastructure on which hundreds of useful applications will operate. ⋅Community updates and merch Old Discord roles will be gradually phased out to simplify onboarding for new users. Instead of a “credits” system, merch giveaways (t-shirts, umbrella-hats) will be introduced via a special bot for active session participants. ⌘ Additional ⌘ ⋅Quantum resistance The MPC (multi-party computation) protocols used are quantum-resistant, which is critically important given the growth of computing power and the development of AI. ⋅Unified wallet To protect against “sybils” (multi-accounts), a primary wallet system is used, to which all rewards and allocations are linked. ⋅On-chain task specifics Unlike creative tasks, on-chain activities have no “nuances” (everyone performs the same actions), so rewards in this category will be distributed randomly (lottery-based) to avoid farming. ⋅Regional tasks Some tasks (for example, for Turkey, China, or Korea) are intended specifically for residents of those regions. Content can be created in the native language; English is not a mandatory standard. Ecosystem and community ⋅Partner progress The Anon Mesh project is actively developing its technology and is close to releasing a testable version, which may be presented at Mountain DAO. The Umbra project is also gradually launching with limited deposits. ⋅“Esteemed” role A closed group is being created for Wave 1 participants and the most authentic community members, which will serve as the “north star” for the entire project. ⋅Wave 2 timeline The second wave of activities will continue up until TGE. The team also noted that market conditions do not affect their development plans (roadmap), as they are focused on building real products with real value rather than short-term profit extraction. --------------------------------------------------- AMA была посвящена запуску платформы RTG и подведению итогов Wave 1 ⋅Философия отбора Wave 1 Команда подчеркнула, что отбор участников в Wave 1 был полностью ручным процессом. Лусти просмотрела тысячи профилей в Discord и X, чтобы отсеять «фермеров» и AI-контент, отдавая приоритет подлинности и искреннему интересу к проекту. ⋅Платформа RTG как универсальный инструмент RTG это новая платформа для участия в жизни экосистемы, которая пришла на замену старой системе Discord-ролей. Она максимально гибкая: пользователи могут отправлять контент в любом формате (видео на YouTube, статьи в Medium, посты в X) через простую форму ссылки. ⋅Wave 2 и система тиров (уровней) Вторая волна (Wave 2) открыта для всех, включая участников Wave 1. Она продлится до момента TGE. Участники могут повышать свои тиры, выполняя задания, что напрямую влияет на их статус как «фундаментальных членов сообщества». ⋅Видение конфиденциальности как стандарта Arcium стремится стать «HTTPS для блокчейна» невидимым, но обязательным слоем защиты данных для приложений. Команда видит огромный потенциал в использовании конфиденциальных вычислений для банковской сферы и здравоохранения (например, исследование болезней на основе зашифрованных данных пациентов). ⋅Экосистемные партнеры Были отмечены проекты, строящиеся на Arcium, такие как Anon Mesh (офлайн-сообщения и платежи) и Umbra (приватные переводы). Команда подчеркнула, что Arcium это инфраструктура, на которой будут работать сотни полезных приложений. ⋅Обновления сообщества и мерч Старые роли в Discord будут постепенно упразднены для упрощения онбординга новых пользователей. Вместо системы «кредитов» вводится розыгрыш мерча (футболки, шляпы-зонтики) через специального бота для активных участников сессий. ⌘Дополнительно⌘ ⋅Квантовая устойчивость Используемые протоколы MPC (многосторонних конфиденциальных вычислений) обладают квантовой устойчивостью, что критически важно в условиях роста вычислительных мощностей и развития ИИ. ⋅Единый кошелек Для защиты от «сивилов» (мультиаккаунтов) используется система основного кошелька (primary wallet), к которому привязываются все награды и аллокации. ⋅Особенности ончейн-заданий В отличие от творческих заданий, ончейн-активности не имеют «нюансов» (все делают одно и то же), поэтому вознаграждения в этой категории будут распределяться случайным образом (лотерея), чтобы избежать фермерства. ⋅Региональные задания Некоторые задания (например, для Турции, Китая или Кореи) предназначены специально для жителей этих регионов. При этом контент можно создавать на родном языке, английский не является обязательным стандартом. ⋅Прогресс партнеров Проект Anon Mesh активно развивает технологию и близок к созданию тестируемой версии, которую могут представить на Mountain DAO. Проект Umbra также постепенно запускается с лимитированными депозитами. ⋅Роль «Esteemed» Для участников Wave 1 и наиболее аутентичных членов сообщества создается закрытая группа, которая станет «северной звездой» для всего проекта. ⋅Сроки Wave 2 Вторая волна активностей продлится вплоть до момента TGE. Команда также отметила, что рыночные условия не влияют на их планы по разработке (roadmap), так как они сосредоточены на создании реальных продуктов с реальной ценностью, а не на краткосрочном извлечении прибыли.

A little bit light in this darkness crypto dump $btc

gMPC ☂️ Today let’s talk about privacy when interacting with AI SPOILER : 99% of models and services today don’t really have it ))) Let’s break down how data leaks happen, how you can protect yourself, and how @Arcium integration could actually change the situation As we know, AI works with massive amounts of data. Models are trained on data, they process user inputs (prompts), and they store chat metadata. It’s not hard to guess that the more input data there is, the higher the risk of leaks, especially in centralized companies. I won’t even go into examples of breaches, I already made a post about that before. If you really want to be scared, just google how many leaks happened in 2025. So what are the main risks? Leaks of confidential data. Personal data, corporate data, passwords and so on. All of this can either end up publicly exposed or be used to train models and improve algorithms. What do people do today to protect themselves? First, they completely avoid details. No legal documents, no names, no patient data (doctors use AI a lot), no source code of your software. Second, they use APIs or enterprise versions. At least those often claim they don’t use the data for training, according to their privacy policies. You want to believe it, but it’s hard. Third, you can run a local LLM on your own servers to fully control the data. Imagine how difficult that is for something like a doctor. What solutions do I personally see? Guys, I’m not a developer, but this actually looks doable. Arcium has MPC and MXE. That means we can achieve decentralization using MXE and encryption by configuring MPC. A cluster of Arx nodes would run parallel computations. Each node would locally train its own copy of the LLM using only its share of the data. After that, MPC aggregates the gradients without revealing anything. No one ever sees someone else’s data. When it comes to actual queries or response generation, the prompt itself is also encrypted. MPC splits it across clusters and defragments it. That already makes it suitable for use cases like healthcare. As far as I understand, even Google keeps training data locally on devices, but aggregation is still centralized. I get that even compilation would require serious compute and would increase the cost per request But privacy is priceless I really hope this becomes a reality soon