🎙️ AMA SUMMARY 🎙️ 🖥️ UX/UI Refinement in development... 📱 Mobile Version optimized 🛣️ Roadmap announced next week, final scoping sessions in process to guarantee deliverability. 🔜 Feature releases expected on roadmap: - Popular job/talent categories - Highlighted job/talent section - AI Suggestion Wizard - AI Development Assistant - Proof of Creation (TBA) - LinkedIn integration - RWA use-cases - Many more! 🗳️ Work X approved for top 10 CEX voting competition (soon to be announced by CEX) 💱 Another CEX listing besides the voting competition coming in next weeks 🔗 Multi-chain: Solana support coming later this year, first a L2 will be added 🤝 After the next platform release, Work X will ramp up its business development with collab campaigns. Do you know a hiring project or company? Let us know! The $WORK continues! #AI #RWA #DIDshow more

Next $AIC CEX Listing This is the moment that... you’ve all been waiting for…🕊️ AIC’s biggest CEX Listing is arriving🎊 This is a true market-shaking moment for AIC, as the official announcement direct from the CEX is coming at any moment⚠️ We are working directly with the exchange on a coordinated mass announcement blast, designed for maximum global impact. With the final listing date to be announced alongside it. When this gets released? AIC enters a new evolution. A new phase. A new era. Brace yourselves! The AIC community is about to witness another defining milestone in our rise to Top 100 and beyond. The moment we’ve all been waiting for is LOCKED IN🚨 We are entering a new phase of global exposure, fresh liquidity, and unstoppable momentum. The time to reach colossal new heights is fast approaching. This new CEX listing is strategic, precision-timed, and will send an earth-shattering message to the entire crypto market. With this Crypto Exchange listing expansion, we’re unlocking massive new reach. Many new eyes, increased exposure, and new investor groups will now gain direct global access to owning, holding, and using AIC. Mass marketing and media campaigns will work in conjunction with this CEX listing. One of many CEX listings to come as the floodgates open🌪️ Our new, special, and biggest CEX listing is coming. It is the biggest CEX listing in AIC’s history! At any moment this will release to wider audiences from AIC and the respective CEX platform⚠️ Helping propel AI Companions to never-before seen heights. Something else equally as critical is already in motion👇show more

🚨 RWA PAD PLATFORM LIVE AND FIRST PROJECTS COMPETE... ON DEMODAY 🚨 Hello EstateX Family, RWA Pad platform is live. Because of the tech teams occupation there are still some changes made to the website and the content is not completely final. To be able to participate in the projects that will be coming on RWA Pad, you need to hold or lock $ESX. The following tiers qualify, with Tier 5 having first access AND getting the best deal. Tier 5: Unicorn Club (1M+ tokens) Tier 4: 500,000 tokens Tier 3: 100,000 tokens Tier 2: 50,000 tokens Tier 1: 10,000 tokens This also means that new investors / their community need to buy $ESX to participate. 🚨 DEMO DAY ON THE 17TH OF FEBRUARY On the 17th of February, the first projects will compete for a spot on the launchpad. These projects will bring their audience, and judges will be our (famous) project partners and KOLs. On top of that, the EstateX Family will have a decisive vote on the projects that they want to see on the launchpad. In a battle style form, they will compete and create content, viral moments and bring audience. A week later the first raise will happen on RWA Pad, followed by buyback of the revenue generated. No matter what happens, the team keeps showing up. On Monday we have the L1 chain Beta launch with a Graham AMA, we have Sky Villa’s opening up, other property payments opening up with continued sales, the demo day, RWA Pad raise with all followed by generated revenue buybacks. Make sure to watch today’s AMA as we also discussed price action, the team, the switching of legal framework to make property sales more efficient (hence the delay), how the team moves forward and what’s upcoming. 🚨 REGISTER FOR YOUR TIER ON RWA PAD You can register for your tier on RWA Pad now, by selecting one of the five. Click register now on the site below. *Content is not finalized yet and subject to change. We are also curious if you want to see other sectors apart from RWA (like AI, perps, prediction markets, privacy tokens or anything else). Let us know below 👇show more

Meeting Summary: #BNBChain Business Development x $FEG & #SmartDeFi™... Overview The meeting with BNB Chain’s Business Development team went exceptionally well. It was a productive, in-depth conversation that covered the FEG Token ecosystem, and the SmartDeFi Token Launchpad. Key Discussion Points 1. SmartDeFi Launchpad Features: - We provided a detailed walkthrough of the SmartDeFi Launchpad and its unique feature set. BNB Chain’s team was particularly impressed with: Asset Backing: The mechanism to establish a baseline value for tokens. Smart Lending: Interest-free loans against a token's asset backing. Token Pairing with FEG: Incentivized utility for the native FEG token. Real-World Asset (RWA) Tokenization: A secure framework for tokenizing physical assets with optional KYC. EVM Expansion of SmartDeFi: EVM Expansion of SmartDeFi and integrated fees coming back to the BNB Chain Ecosystem. SmartDeFi Charting System: TradingView tools to chart all SmartDeFi projects. FEGtrack Application: Track SmartDeFi Presales, SmartDeFi investments, Top 50 Cryptocurrencies, and Crypto News. Bonding Curve Presale Model: Unique Bonding Curve Model with integrated Referral System & More. 2. Real-World Asset Tokenization: - Explained our continued development and visibility of our RWA capabilities, stating that this is a large need in the future of Cryptocurrency. 3. Transparency and Project Evolution: - We held an open and transparent discussion about the challenges FEG and SmartDeFi have faced in the past, as well as the steps taken to restructure and improve both the protocol and operations. This honesty was well received and added credibility to our current efforts and direction. 4. Next Steps and Continued Communication: BNB Chain will review the full feature set and audits of the SmartDeFi Launchpad. They will be actively monitoring our DappBay listing for SmartDeFi. Continued communication is expected as we demonstrate product delivery and traction. #FEGtoken #SmartDeFi #BNBChain #BNB #Crypto #Gorilla #Bitcoin #BTC #DeFi #Web3 #Blockchainshow more

Frameworks such as ai16zdao's Eliza and Virtuals Protocol have... been instrumental in early AI agent developments. Agent swarms working in hierarchy represents for many the next logical step in unlocking the vast potential of AI. Learn below how Shadō Network achieves this. AI agents launched through current popular platforms have individual personas, on-chain functions and access to data via various APIs. This being said, they operate in isolated environments, with a ceiling on emergent behaviour such as collaboration or competition. Shadō Network invites massive expansion for capabilities of both new and existing AI agents, with an open-source package easily integrated into popular frameworks that enables the launching of stratified agent swarms. Our website is live: The "Shadō Play" package provides a modular, configurable platform for creating or employing agents of choice in a swarm-like setup, opening a Pandora’s box of near infinite emergent agent behaviours, relationships and functionalities. Users will be able to make use of various prefab client integrations such as Twitter, Telegram, Ollama, and others to specify swarms to their needs or create their own extensions to enhance agent capabilities even further. Agents operate with a memory module and a HTN for autonomously deciding which interactions to act on, walking the line between autonomy and configurability. The Shadō Network project’s development is supported by our ghostly friend Omnipotent (👻,👻), an AI agent developed by the Shadō Network team trained on and fine tuned with a multitude of academic data related to artificial intelligence, blockchain, finance, software engineering, world building and more. Omnipotent serves as both an interactive steward for the project and as an asset - regularly scanning social platforms, websites and newsfeeds he is capable of providing the team project development advice, whilst also communicating with the wider world via his automated X account (launching soon). Shado Network is collaborative and open-sourced. Agentic Swarms require a developer swarm to maximize the technical capabilities and impact the greatest number of users. Our dedicated team of core contributors are active in other web3 AI repos and are here to guide project direction and foster growth. We’re facilitators, not gatekeepers... Alone we can go fast but together we can go far. A lot more to come soon. 👻show more

2026 is going to be a blast 🚀 But... before we ramp up for another big year, we love welcoming new and existing holders by sharing just how jam-packed 2025 was - with flawless roadmap execution across every front 💪 🔥 Asset Offerings in 2025 (100% Sold Out) CASSIA Banyan Tree - sold out in 30 hours Ramada Plaza - sold out in 11 hours Wyndham Queen - sold out in 9 hours Blossom Residences - sold out in just 2 hours 🔥 65,000+ On-chain Holders Achieved Aptos: 42k+ Base: 21k+ Ethereum: 2k+ 🔥 Product & Platform Upgrades 100% flawless product uptime Surpassed our 50th technical development sprint (100+ weeks of work) Sub-Accounts enabled (up to 10 per member) Full website revamp completed Vesting Schedule extended by 5 years Vesting schedule tracker with performance-driven unlocks added. PROPBASE referral program launched Governance module completed Mobile App Development V1 completed 🔥 Exchange & Wallet Expansion (2025) Listed on KuCoin (Top-10 CEX) Listed on XT & WEEX Bitget Wallet integration now live with Propbase 🔥 Cross-Chain & Infrastructure Developments LayerZero bridge live across Ethereum & Base Successfully migrated to native USDC across all products 🔥 Marketplace & Security Milestones Secondary Marketplace live on Propbase Nexus Two CertiK audits completed covering • Secondary Marketplace smart contracts • LayerZero integrations 🔥 Growth, Staking & Market Performance Total $PROPS staked ATH: 125M+ 29% of circulating supply staked (ATH) 24-hour trading volume ATH: $6M+ USD Total asset value tokenized: ~$1M USD $42,000 in rental yield distributed to the community 🔥 Marketing Momentum Propbase Ascend - our largest marketing campaign to date $PROPS trended on X twice #1 tweeted coin - 21 times Most tweeted RWA project across Q1, Q2, Q3 & Q4 🔥 Events & Community Engagement Token2049 Dubai: Speaker at Stake Real Estate event Token2049 Singapore: Speaker at Integra Launch event AMA with APTOS CEO Avery Ching, AMA with MEXC and 40+ AMAs, panels & interviews throughout the year Thank you everyone who have joined us throughout an amazing year of growth and determination, as RWA begins to take the main stage, the propbase team remains laser focussed on achieving our mission in becoming the largest and most recognized real estate tokenization platform in SE Asia 2025 was about execution. 2026 is about scale. 🚀💪show more

Universities and High Schools have not moved rapidly enough... to guide students to have skills for the next decade. THEY HAVE FAILED. It is a massive crisis that can be averted by understanding what AI and Robotics will bring about. Solutions are knowing how to use these tools and new industries that will rise. But this situation is also on ALL OF US. No “job” is safe from founder to entry level in most industries. You and I, by what we do, will be “replaced” ultimately. What to do? AI and Robotics are tools, the next decade is owned by those who know how to use them expertly, but this is also temporary. We have to understand that what we do for “work” will change giving ultimately a greater value to those that are: Creative Flexible Always learning Willing to be wrong Love being human Love being alive Know history Covet wisdom Knowing all tech has downsides Building strong family and friends Realize many institutions have failed The first four are required for you to be able to live through this period with your sanity intact. The rest will allow you to thrive. There are no true careers at this point anymore. There are advocation and vocations which will either earn you money or give life meaning. We will learn that we are not “what we do”, just like we knew for 99% of human existence. Let that sink in. — You and I are far, far ahead of knowing this and we can do two things: 1) Laugh at the “clueless” 2) Help people understand with grace Go to Reddit if you are 1, in fact don’t follow me because you will not like this next decade and what I post. You are 2 and thank you. Even if you and I have not solved this issue, we can help people understand what is ahead and with determination and creativity bound together to solve it locally. Or human family has done this millions of times. The evidence is: you are here. The Neo Luddite movement has not even begun and it will potentially rip apart society even more than all the fashionable moment in the recent past has. These Luddites will have a good point with the wrong answers cooked up by dying academics that cling to labels, “virtues” and victim hood. It will be readymade for some governments to enter in as “big daddy” to “help us”. You will not like what they do, but you will only know when it is too late. It will include YOU “volunteering” to “leave” by 60, to “help out” CanadaPod style. “Brian, I’m 24 what do I do?”. I hope to do much more here to help. But I do know this: 1) Learn a trade or vocation because it’s valuable. It may also be free to low cost if you do it right. 2) Learn everything you can about USING AI and TRAINING YOUR AI. Your expertise will be in the top 1% for a decade. But not forever. 3) Understand Bitcoin and how it will rise while other things sink. This is a short list for now. We will know more moving forward. When you see videos like this posted below, know one thing: Many of these folks had no real family of mental and physical support. Maybe no parent or one parent. Maybe only a broke system to prepare them for—nothing. This was not their doing. Now it is not your “job” to help them, it is your survival to help them if that is what you need. See some day after the dust settles these 20 year olds will be 40 year olds and running YOUR world. And at some point you may need them more than you think you do. You will need them, as they need you now. THIS IS WHAT PAST WISDOM KNEW. The elders of the past never found the need to piss on the youth and hope for the best. THE YOUTH ARE OUR BEST, let us all find ways to change it, even if every aspect of “the system” wants us to berate them into the ground.show more

💍 ARQX LAUNCHING WORLD’S FIRST AI - LUXURY JEWELRY... TOKEN: $ARQX ⏰ When: May 7th - 16:00 UTC 📍 Where: Uniswap ⚡️ What: ARQx ($ARQX) & its consumer-focused AI mobile app have the potential to revolutionize how jewelry & luxury is created the world over. The ARQ Jewelry app, the first of its kind, enables anyone on earth to instantly design & build professional-level jewelry in seconds (available for both iOS & Android). 💎 By leveraging artificial intelligence, ARQx democratizes the design process, challenging a $350+ billion dollar (2023) centralized industry. AI is set to disrupt over 300 million full-time jobs in the next decade & the world of luxury is right in its cross-hairs. ➡️📱 ARQx will unveil its mobile jewelry design platform on the MAY 9TH, 2024 - 2 days after TGE. 💎 No need to wait weeks or months to try ARQx’s disruptive tech. This IS NOT a niche web3 game or defi project with a limited user base, but instead; a full-fledged consumer ecomm experience, primed mass market adoption with millions of users. You can use it, you wife can use it, your children can use it - anyone who has ever bought or worn jewelry can use the #ARQx Jewelry Design app. ARQX TOKEN DETAILS: 💎 Token name: ARQx AI 💎 Token ticker: $ARQX 💎 Total supply: 1 billion tokens split across BASE & ETH (1,000,000,000) 💎Market cap: $353,395 at launch | $7,000,000 fully diluted. 💎 Targeted Industries: Artificial Intelligence [AI], Real World Business [RWB], Luxury Fine Jewelry, Precious Metals. DEX TRADING WILL COMMENCE ON UNISWAP AT 16:00 UTC ON MAY 7TH, 2024: Multiple CEX listings locked, announcements shortly post TGE. ➡️ BASE contract address: 0x5e432eeCd01C12ee7071Ee9219C2477a347DA192 ➡️ ETH contract address: 0x5e432eeCd01C12ee7071Ee9219C2477a347DA192 * The contract address is the same on both the BASE and ETH chains. ** ARQX NEVER has any BUY tax, always 0%. Because of generous aggressive vesting + protection against malicious bot activity, ARQX has a 10% SELL for week 1, which will then set to 8%, before diminishing monthly to 2%. ARQX TOKEN UTILITY: 💎 The ARQ Jewelry platform is powered by the $ARQX token, which allows each user to design new jewelry dozens of times a day. The more jewelry designed, the more token usage (in-app AI gas). The app also includes a buyback & burn tax on ALL jewelry purchases… forcing increased buying pressure on the open market as ARQx scales its user base & sales. 💎 ARQx is built for ease-of-use by a combined audience of mainstream web2 & web3 alike. Traditional users can easily convert their fiat funds in-app into the token - without the hurdles of a legacy web3 user experience; creating an effortless USD to ARQX onramp. With sale prices ranging from $500 to $10,000, profit margins exceeding 100%, lucrative staking incentives (APY for web3, discounts for web2), the token price is geared to explode even independently of its open market trading. MAINSTREAM MISSION & ADOPTION: 💎 ARQx's resonating mission focuses on enabling the masses to awaken their creative expression, traditionally gate-kept by fashion industry elites. The platform encourages individuals to trust their creative instincts and design their own personal fashion, rather than forcing them to conform to seasonal trends dictated by “big lux”. 💎 Lastly, ARQx’s roadmap extrapolates all these strengths to include: smart NFC jewelry containing crypto wallets (already shipped), individual creator Shopify-style stores, B2B white-labeled solutions for the entire jewelry industry (first clients already acquired), and further expansion into additional custom lux AI products such as: fashion, handbags, collectibles, and footwear. Detailed roadmap can be found on the ARQx website [link in bio]. Becoming an early token adopter of the $ARQX token gives community members exposure to all of this asymmetrical upside, & "fomo-proofs" against the disruptive potential for AI in the jewelry industry: a perpetual precious-metal-focused ancient and robust part of human culture. ARQX - Changing the world of luxury forever… together!show more

Here's your blueprint for building in GTA 6 ecosystem... before it goes mainstream: the ideas on what to build in GTA 6 ecosystem went crazy, now let me show you HOW first, understand the size of what's coming: 1: GTA 5 generated over $8 billion in lifetime revenue 2: GTA Online alone pulls in $800 million per year just from in-game purchases analysts predict GTA 6 will hit $3.2B in YEAR ONE and one firm says $7.6B in the first 60 days this will be the biggest entertainment launch in history. not gaming. entertainment and do you know what happens in GTA 6 now??? no dominant servers. no established tools. no go-to creators. no infrastructure. NOTHING the people who build now will own categories for the next decade Steps which you can do RIGHT NOW: Step 1: Pick your lane there are 4 and you only need one: - Builder: tools, bots, dashboards for server owners - Operator: run a server, community, or paid service - Creator: clips, guides, streams, newsletters - Seller: digital assets (scripts, lore packs, voice packs, skins) if you code or use n8n → Builder if you're good with people → Operator if you already make content → Creator if you can write or design → Seller --------- Step 2: Learn the stack while nobody's watching - Lua basics (the language behind GTA mod frameworks) - how FiveM servers work (the architecture transfers to GTA 6) - Discord bot development (every server needs one) - AI tools you can plug in (Claude API, ElevenLabs, n8n) you don't need to master any of this you need to be 2 months ahead of everyone else that is the ADVANTAGE --------- Step 3: Join the communities forming right now the Discord servers and X accounts building for GTA 6 are tiny today join now. contribute. help server owners for free the people who show up early become the trusted names when 100M players flood in, those names become the gatekeepers in potential it's yours 6-7 figs + successful own community as the game will be launched lol, I know even the guys who buy PS5 to play in GTA in 6 months... the biggest gaming launch which EVER existed --------- Step 4: Ship ONE thing before launch Builder → Discord bot kit for RP servers Operator → niche RP server (racing league, police sim, business world) Creator → daily GTA 6 newsletter or TikTok clip page Seller → AI character backstory packs or NPC voice packs one product. shipped. before anyone else has one --------- Step 5: Build in public for 90 days post weekly progress on X, Tiktok, Youtube the person documenting the ecosystem for 3 months before launch will look like a veteran on day one by release you will have: - one shipped product - a small audience that trusts you - relationships with 10-20 other builders - enough knowledge to move fast while everyone else is still googling basics --------- CONCLUSION every platform shift follows the same pattern Roblox made devs millionaires. Fortnite paid creators $700M+. FiveM turned one Australian dev into Rockstar's official partner GTA 6 is the next one and it's BIGGER than all of them the difference? right now you're reading this before 99.9% of the world even thinks about it most people will download the game, play for 2 weeks, and go back to scrolling a small number will build inside the ecosystem while it's empty and own their lane for years nobody is talking about this not on youtube. not on linkedin. not in any newsletter this is one of the biggest builder opportunities of the decade hiding behind a video game i'm writing a full article on this right now: "How to build and monetize in GTA 6 ecosystem using AI (RESOURCES)" if this post gets 1,000 LIKES ❤️ i'll publish it next week follow so you don't miss it glshow more

Monthly WINR Protocol Development Update: To begin with, the... WINR Protocol has distributed $900,000 to token holders, generated more than $500,000 in pure profit for liquidity providers on WLP, acquired more than 5,000 users, and has almost 9% of the supply burned. In the upcoming months, the WINR Protocol, which has been in production for years, will introduce a range of new products and deployments. These developments will represent the practical and technical evolution to V2 of the protocol. Here are the latest updates and further details as they progress: Progress on WINR Bonanza, Casino Hold'em, and Blackjack is nearing completion. These games are in the final stages of testing. Additional games, including a new type of crash game, have been finalized and are set to debut with the JustBet v2 launch. Take a look at the gameplay videos for a preview. These games achieve the long-term goal of providing a full-suite WINR Game Engine SDK, which can be used to build games with complex logic on-chain with modular smart contract infrastructure. For example, any grid slot game that dominates the iGaming industry could easily be developed on-chain using the WINR Bonanza SDK. - Permissionless Frontend Operator SDK Dashboard Release: March is poised to be a milestone month with the launch of the Frontend Operator SDK dashboards. These dashboards will enable any WINR Labs game to be seamlessly deployed on frontends, marking a significant advancement in protocol accessibility and integration for future games developed by independent iGaming developers. The frontend operator can deploy any game they choose through a few simple steps while utilizing 10,000 WINR per game via the WINR Game Factory smart contract. Each operator is assigned a unique smart contract address(es) for every game they deploy, allowing their revenue to be tracked independently. The deployment process includes instructions on integrating the game as a package into the operator's frontend. In subsequent phases, the games will transition through WINR Chain, streamlining user onboarding steps like wallet connection and token bridging to Arbitrum. This abstraction will make it easy for any web2/web3 platform on any chain to seamlessly integrate WINR-based games with just a few clicks. The new budget system changes how the revenue is calculated on the protocol and will see daylight with frontend operator, Solana, and Fantom deployments. This model was first tested with a lightweight version on and gave a lot of actionable feedback. Shifting from the existing bribe model, which in practice distributes almost half of the edge of the games in volume to WINR holders, the brand-new budget system checks the profitability of WLP. It distributes a larger part of the profit to game providers, frontend operators, and, most importantly, WINR holders. Any time a game's budget is in profit, a part of every loss is distributed to stakeholders. Here is an example: 1. The WINR Bonanza Game has a 10,000 budget for a frontend operator. 2. Let's assume the bet amount was $50, and Bonanza paid back $10 on that spin. That leaves $40 of pure profit. 3. This is distributed amongst 50% to WLP, 20% to frontend operators, 20% to WINR holders, and 10% to game providers. 4. To achieve this, V2 of WINR Liquidity Engine (WLP) will have a buffer for purchasing and selling, working in epochs to determine the above distribution and math. - Solana Deployment and Expansions: Solana audits are in their final phase, and frontend tests are ongoing. Solana launch will be alongside the V2 launch of @JustBetOfficial, with a chain switch available on the top bar. The VRF system WINR developed already is seeing requests from builders around the Solana ecosystem, and this will over time add an extra layer of income to the protocol. Solana's bankroll, at first, will be a lighter version of WLP but will inherit the above-mentioned budgeting system to generate income immediately upon launch. - Fantom Deployment and Expansions: Fantom's upcoming Sonic upgrade, with its 200ms finality and fast block production is a perfect chain for WINR Protocol to expand. Through the partnership with WINR Protocol will tap into a brand new user base on Fantom. The bankroll on Fantom will consist of FTM and stables. The launch is planned for late March or early April. This expansion aims to open up new markets and collaborations with fresh teams. which operates independently, will integrate a broad spectrum of WINR technologies, including WINR Account Abstraction, WINR VRF, and WINR games, marking a pivotal step in WINR Protocol’s journey of horizontal expansion. - XAI VRF Deployment Progress Update: The WINR Account Abstraction Wallet and WINR Verifiable Random Function (VRF) deployment on the XAI 🎮⛓️ is well underway, with the majority of the work completed. This step forward showcases WINR's expansion beyond gambling and trading, highlighting the protocol's adaptability and commitment to broadening decentralized services. The process to automize and permissionlessly let game developers start using WINR VRF by paying (and burning) fees in WINR will launch alongside WINR VRF deployment on XAI and expand to further chains to help DApp builders with the tooling they need. This process will work very similarly to frontend operators, where DApp builders will be able to easily deploy their VRF contract, pay the WINR fees, and enjoy the fastest random number generation transaction, as showcased on @JustBetOfficial for some time. - JustBet v2 Development Update: Set to launch in March, the last testing phase with long-time community members of JustBet V2 is underway. Boasting a completely refreshed look, JustBet v2 aims to captivate more users with its modern features, a significant upgrade from the classic JustBet designed in 2019. Expect dynamic animations and a user experience that rivals traditional web2 casinos, setting a new standard for online gambling platforms and serving once again as proof of concept for all the new WINR features and infrastructure set to launch over the coming months. As always, WINR Labs simultaneously develops protocol infrastructure and platform to best address the needs of one and only goal: horizontal expansion. Easter eggs: Upcoming Gitbook update with all the technical information of WINR V2. CEX listing. Detailed product pages on WINR web. Pyth competitions. WIP-4 and WIP-5 are ready to deploy. And an 🪂show more

Wow. WOW. WOOOOOOOW. So um, that first Wildcard+Thousands stream... was... *amazing* and also... a *lot* 😅 In the end, it was *exactly* what we were hoping for - a true stress test of ALL these systems coming together for the first time. We are SO grateful for the thousands of people who showed up today to play, attend, tune-in and help us PLAYTEST all this new stuff. We can't wait to see you all again at NEXT WEEK'S EX2 EVENT! So, now let's talk about how it went... Stuff that worked: - Our community SHOWED UP. Oh boy did you show up 😅. Our servers were straining under the load... which is good actually, in fact it's the whole point. Even more importantly, we have already received insanely valuable feedback, bug reports, stuff people loved/hated - and it's only been a few hours since the stream ended. I can't even explain to y'all how valuable this process is. Yes it's stressful, it reminds me of trying to keep Words With Friends online during that first insane year, but it's EXACTLY what we were hoping for (NEED) to turn this into the polished, top-notch game and streaming experience we are on a mission to deliver. I truly can't thank y'all enough, and hope to see you again when we run it all back again next week 🥹 - The stream itself stayed up and was mostly stable! Phew 😅. For context, ThousandsTV is not a twitch wrapper, it's a web3-native streaming tech stack built we built specifically to connect game, web/mobile, and blockchain together all at the same time. There are a LOT of moving pieces going on behind the scenes. - We brought viewers INTO THE GAME! Viewers showed up in the stands of the arena, with connected wallets/assets, triggered actions/rallies from chat, and were seen and heard during the whole stream. - The brand new 2v2 build of Wildcard was (mostly) stable and our players and viewers seemed to be having a blast down on the field and up in the stands. It was thrilling to watch Team Blue dominate, even though Team Red held their own in game 3! - Our production crew did an insanely good job running the stream, managing the players, shoutcasters, and talent, and producing a top-notch show. Of course we will work hard to make every stream better than the last, but I was super proud of how our team "rolled with the punches" during today's event. Stuff that didn't work (and/or needs to be dramatically improved): - Although it's fun to see chat going crazy, chat spam is actually something we are passionate to FIX. As you can see from the attached video, chat spam dominated today's stream and made it impossible for anyone to even see anyone else's messages. We have some GREAT ideas for how to fix this and actually turn chat spam into a FUN and exciting and not annoying thing - but those improvements didn't get shipped in time for this event. - Credits purchasing flow needs a LOT of work. As I'm sure y'all know, bringing money on chain is pretty complicated, and although we've been working hard to make this as seamless as possible, it still needs a TON of improvements. Many users who WANTED to spend money today weren't able to and/or ran into frustrating bugs in the credit purchase flow. Fixing this is obviously a top priority for our team. - Rallies need a LOT of work. Spectator-interactive features like rallies are at the heart of our vision for Wildcard. These "stream apps", as we call them, are the UNLOCK for how spectators, viewers and fans directly connect and interact with their favorite competitors, content creators, and communities. The current rally feature HINTS at this potential, but it needs to be WAY easier to understand, use, and have fun with. Improvements are ON THE WAY. - Referees were only partially working. Referees are a key innovation of the Thousands platform. They are AI-driven "personalities" (NPCs) that pay attention to everything that's happening in the arena, both on the field and especially in the stands (i.e. in chat, during rallies, etc.) The referees then make "calls" at the end of every match, rewarding users for their engagement and participation. Unfortunately, the referees weren't fully functional and seemed to drop the ball on recognizing everyone's contributions (especially people who showed up holding valuable assets such as Wildpasses in their wallets, and people who boosted those rallies with credits.) What's happening next: 1. We are combing through ALL the logs from the event right now, to make sure we don't miss a SINGLE action that our viewers and fans took during the event, including what they brought in their wallets (i.e. Wildpass holders!), any credits that were purchased, rallies that users engaged with, etc. This information is normally processed by our referees, who then determine dynamically how they're going to distribute $WC awards. We were originally hoping to complete this process and the subsequent airdrops within a few hours after the event, but given the amount of data, we need a bit more time to run these scripts (and airdrops) in batches instead of all at once, and make sure ALL of the data is being included. IMPORTANT: I will keep y'all updated in real-time here on twitter/X as this process is ongoing, and let you know the moment it's complete and all the awards have been distributed (i.e. when to go check your wallets 😎) 2. PLEASE keep sending us your feedback and bug reports. Open a ticket on our Discord and let us know what you loved, what you hated, and especially what we need to FIX. Given the overwhelming response to this event, it will likely take us several days to process everyone's feedback and fix all the bugs, but we WILL NOT REST until every ticket is closed/resolved. Thank you in advance for your patience. 3. We turn it up another notch next week. As our dear friends Wolves DAO just announced, the Wildcard Exhibition Event #2 is streaming LIVE from the WOLVES DEN AT GDC next Friday! If you missed out on all the action today, DON'T WORRY, because as I keep saying: we are just getting warmed up (and there is a LOT more b that needs to be distributed, get what I'm sayin??? 😎) Finally: Just wanted to say THANK YOU, again. Truly, from the bottom of my (our) hearts. Your excitement and enthusiasm for what we're building is why we do this. Even (especially, in fact) when you tell us all the things you want us to improve. We thrive off this feedback, it's how this game and this platform go from good to GREAT. I am so grateful for those of you who are taking this journey with us. SEE YA NEXT WEEK!!!show more

We're excited to unveil NRN Agents, a rebrand that... aligns our project identity with our token and strengthens our mission to power the future of AI-driven gaming. This mission requires collaboration, and starting this week, we will begin our expansion to become a multi-chain ecosystem. We are joining forces with leading gaming platforms and ecosystems to realize this vision. Stay tuned for more announcements to come. Why NRN Agents? NRN stands for NEURON, the fundamental unit of intelligence. Our AI agents function as the neural foundation of games, learning, adapting, and evolving within game worlds to deliver unparalleled engagement. NRN agent SDK enables advanced gaming agents powered by a proprietary machine learning infrastructure focused on behavioral learning. We've perfected the craft of gaming agent design, creating hyper-efficient agents that are performant and scalable—from casual to the most demanding games. Our SDK will seamlessly integrate into many platforms, tech stacks, and ecosystem – Any Game. Any Chain. More than just games, it's the path to AGI Gaming is our proving ground, but not our final destination. We're using games as a sandbox to accelerate the development of generalized intelligence—one that will create meaningful real-world impact. With the upcoming launch of [redacted] and a growing network of partners committed to the AGI vision, we're building an open-source innovation movement powered by an AI x gaming framework connected by $NRN. $NRN the token $NRN is a utility token that serves as the gateway to our growing ecosystem. It will power a diversified economy with multiple revenue streams and staking opportunities: Agent Deployment: NRN is the laboratory creating gaming agents that can be distributed through platforms and launchpads alike. The model is simple: More games integrate, more NRN agents get deployed, more monetization. Data Creation: NRN Reinforcement Learning (RL) enables token staking to create Data Capsules. Players contribute gameplay data into the Capsules, which are used train RL agents and reward participants (players & stakers). AI Arena: $NRN also continues to power AI Arena's in-game economy, a cult favorite of competitive diehards that features a skill-based wagering system. To our community who have supported us since 2021: thank you for being part of our journey—the next chapter will be the most exciting yet!show more

⬛️Akash Jaiswal⬛️ ᴅᴀʀᴋɴɪɢʜᴛ ʟᴀʙꜱ ᴘᴀʀᴛɴᴇʀ ✔️ While everyone is... busy farming the $BLOCK and $Gaimin airdrop, we've been working hard with Bitbrawl as they're preparing their #BrawlStone NFT mint, a low supply, FREE mint on Solana , that gives guaranteed $BRAWL airdrops for 2 years straight (among other cool stuff). A mint that will coincide with the $BRAWL TGE, confirmed for Tier 1 launchpad and CEX listing (can't announce names yet). All of this happening in a week's time frame. ⬛️ #BrawlStone mint March 27th on Magic Eden 🪄 ⬛️ $BRAWL TGE the 28th on Tier 1 CEXs (can't tell you which ones yet, keep an eye) So why should you give a sh*t? Let's dive in. Backing Strong backing is crucial element for a project to be considered high tier. Social proof and "who's pushing you" is probably some of the most important factors in the space. Let's see what we got here ⬛️ Strong VC backing: Morningstar Ventures Shima Capital Big Brain Holdings and more ⬛️ Tier 1 CEX listing and launchpad confirmed for the $BRAWL token (can't announce publicly yet) ⬛️ +150 high tier KOLs involved, including 🐧 and WIZZ🥷 ( beware scammers ) Narrative BitBrawl fits some of the hottest narratives out there ⬛️#BrawlStones is a free mint, low supply (400) NFT collection, that will airdrop tokens to holders for 2 years straight (among other benefits) ⬛️ Ai narrative: #BrawlStones is the first-ever 3D prompt-generated AI mint, in partnership with AI experts Sortium + AI integration in their gaming ecosystem ⬛️ $BRAWL is a Solana Microcap: TGE starting at 800k marketcap ⬛️ Solana Gaming: MixMob , a project with the same backers/VCs that launched recently, is sitting at 117mil FDV. Bitbrawl is launching at 9mil FDV (huge upside for Bitbrawl in comparison) IPs, partnerships and integrations Some solid stuff here as well, both Web2 and Web3 ⬛️ IP integration of UFC champion Khamzat Chimaev as a playable character (and more UFC fighters coming) ⬛️ Partnership with KARATE COMBAT - one of the maps in Bitbrawl is a Karate Combat ring, and integration of KC fighters ongoing ⬛️ IP integration of many NFT collections as playable characters, including DeGods y00ts Steady Stack Scam/Rug Victims Bored Ape Yacht Club 🍌 (Mutant) NEO TOKYO Citizen The Bitcoin Show (holding BoDoggosNFT Handle) and even myself Darknight ♪ | darknighthimself.eth (you can see me fight a DeGods in the video below, how cool is that?) OK, so now that you see that it's good stuff, you're asking yourself: how do I get involved? Brawlstone NFT mint This mint is gonna print some $BRAWL for 2 years, so it might be worth getting in if you're bullish on the project Here's how you qualify for the Brawlstone mint: ◾️ Win a Brawlstone Crafting Pass in your community Discord (your community didn't get in yet? Get in touch ASAP) ◾️Go to and forge your Brawlstone ◾️Share it on Twitter using #BrawlStone and $BRAWL to be eligible! The founder will then handpick a few Brawlstone crafters and select them for the NFT mint. What might help you be selected ◾️Forge a beautiful Brawlstone ◾️Have your friends support you by liking and commenting your Brawlstone ◾️Engage on X using $BRAWL and #BrawlStone (they're watching who's supporting...) Another way to get a guaranteed whitelist is to join gamenights on their Discord and win fights: For more chances to get a crafting pass, join here DISCLAIMER: THIS IS NOT FINANCIAL ADVICE, JUST THE OPINION OF THE DARKNIGHT LABS TEAM. PLEASE MAKE YOU TO ALWAYS DYOR AND RELY ON YOUR OWN DISCERNMENT!show more

After 3 incredible years and 1.6M students later, my... journey at ALX Africa has come to an end. It has been a life-changing experience, during which I made a lot of friends, worked with an incredibly dedicated team, and met so many talented students. A few numbers. We scaled from a few thousand students to 1.6M students on our platform. Students loved it and many of them took more than one course: 4M total! For the famous #ALX_SE Software engineering program, our SE students made an average of 2,000 commits and our checker reviewed 180M of their projects. That’s 2B lines of code… and that was before Claude Code. They actually wrote these themselves (unless Kimba said otherwise :) A big thank you to all my SE team mates, I am so proud of what we have accomplished, and I will really miss you all. Thank you to Fred for the trust he put in me and always supporting my crazy new and disruptive ideas. Thank you to my students. It was an honor to work with you, watch you struggle but relentlessly move forward, no matter what, until you got this job. To those who are still struggling finding this job, keep pushing forward. Don’t let go. You got this. You all have worked so hard and I am so proud of you. You are the greatest thing I've ever been part of and I can't wait to see what impact you will have on the world. It’s your turn to shine now, and hopefully for some of you to give back to the community whenever you are in a position to. I hope you’ll keep sharing the good news with me when you get this internship, this job, or when you launch your company. These messages are everything to me. In any case, I’ll be watching you from afar, and you can count on me to continue answering all your LinkedIn and X messages. Can’t conclude without ALX Africa’s signature: continue to “Do Hard Things”. Remember who you are, where you are coming from, and where you set out to go. I’ll see you there soon. With love. J PS: Want to know what's next for me? Drop your email here:show more

ChainSwap Yearly Recap 2024 -Key Metrics and Growth- 2024... has been a transformative year for ChainSwap, defined by remarkable growth and user trust. We onboarded over 1,370 unique users and achieved over $35,000,000 in total volume, with $10,000,000 generated in just the past two weeks during ChainBot’s testing phase. This volume brought in over $170,000 in EVM revenue and an additional $70,000 from Solana ChainBot beta testers, highlighting the utility’s immense potential. Every dollar generated will be reinvested into revenue sharing as well as buybacks and burns, directly benefiting nearly 20,000 ChainSwap token holders. -Utility Development- We’ve developed and continue to enhance over a half-dozen utilities, redefining DeFi usability. These include our cross-chain dApp, the Telegram bot 'ChainBot' for CCIP-supported chains and Solana, privacy swaps, the cold storage alternative 'ChainSafe,' and many more tools that cater to both seasoned and new DeFi users. -Community Engagement- This year, ChainSwap hosted 29 episodes of UnChained, featuring notable guests like AvaLabs, PeaPods Finance, and MetaTrust Labs. Topics ranged from security to marketing, offering diverse perspectives and invaluable education. Over $500,000 in giveaways and interactive discussions solidified UnChained as a cornerstone of our engagement efforts. -Boots on the Ground Networking- ChainSwap’s team actively participated in global blockchain events, including Token2049 in Dubai and Singapore, the Future Blockchain Summit, and numerous other meetups. These efforts built relationships with industry leaders, laying the groundwork for future collaborations and innovation. -Cross-Marketing and Partnerships- Collaboration fueled ChainSwap’s growth, with over a dozen new partnerships, including Chainlink's CCIP recognition. We worked with AvaLabs, Ethereum-based utilities like Hash AI and Spectre AI, and even meme coins, demonstrating our adaptability. Participation in cross-marketing X Spaces with names like Three Protocol and Moon Tropica further amplified our visibility and reputation. -2025 Roadmap- ChainSwap is set for an even bigger 2025. We aim to launch over new utilities outlined on our roadmap, such as ChainSafe, a multi-chain block explorer, and many more while scaling interoperability and user experience. Partnerships remain key, with plans to onboard more collaborations and innovative use cases. Our community is not just a support system but an integral part of our team, sharing in our vision and driving our collective success. Building on the achievements of 2024, ChainSwap is poised to set new standards in blockchain interoperability and DeFi innovation, fueled by a clear roadmap and a dedicated team committed to shaping the future of decentralized finance. We’re excited to have you with us as we shape the future together.show more

A16Z SPEEDRUN 2026 UPDATE: I think most people secretly... know if they’re founders or not. Some of you can never be happy working inside a giant company, writing docs, in endless meetings. Deep down, you know you’re supposed to build. we're opening up a16z speedrun today! We are accepting applications for our 006 class, where we'll invest up to $1M. It's based in SF, kicking off Jan 2026 but you need to apply now in september. here's how to apply: And yes, we are investing up to $100M in the next 30 days -- it's all happening in september. Quit whatever it is that you're doing, and in 2026 come to SF and work with us out of Andreessen Horowitz's office in SOMA, alongside over a hundred other founders, building the startup you've always wanted to build. We will help you -- both myself and the a16z speedrun team. the details: - up to $1M of investment - hosted at a16z HQ in San Francisco - 12 week program, with an IRL kickoff, luminary speakers, community events - live events with the founders of Carta, Zynga, DoorDash, Behance, Airtable, Twilio, Figma, and more - private dinners/Q&A with Marc and Ben of a16z - apply now, and the deadline will be Sep 28 2025 for SR6 At a16z speedrun, you get access to programs from our operating team and work with experts in marketing, BD, talent, people and capital—more below MARKETING Our team of expert marketers is here to help you win. Whether refining your brand, launching, or building a thriving community, our marketing operators have powered dozens of startups with: - Brand Development -End-To-End Marketing Strategy -PR & Media Coverage -Go-To-Market Execution -Creators & Content TALENT Find and attract the talent you need to build and scale your company. Our curated network connects you with world-class technical talent, executives, advisors, and specialists who can help accelerate your success. Here’s how the program works: - You tell us what you’re looking for. - We use a16z speedrun's brand and referral networks to magnetize talent. - We take hundreds of calls each week to curate a list that we only send to speedrun founders. - You request introductions and we put you in touch. PEOPLE We help you quickly stand up the tools and practices needed to hire, manage, and lead highly performant teams. Our goal is to help you anticipate challenges and navigate some of the most foundational decisions you'll make as you build a world-class company. While a16z speedrun takes place in the US, we welcome founders and companies from around the world. Our Global Founders Program provides specialized guidance for navigating visas and relocation, plus dedicated access to our expert immigration attorney network, so you can focus your energy on building your company. BUSINESS DEVELOPMENT We unlock unparalleled access to networks, expertise, and tools that help startups scale faster. - $5M+ in free credits in our speedrun Marketplace from AWS, GCP, OpenAI, Anthropic, Microsoft, NVIDIA, Stripe, Deel, and many more. - Dedicated advisors & experts to guide you through every partnership, sales, and GTM motion, including crafting your business model and pricing. - Level up your sales with real live demo experience across various events to executives and operators in your target market. - Access to a16z’s network of executives & decision-makers at 2,000+ companies. CAPITAL One of the most important things a founder can do is raise money. Our fundraising program sets the stage for your raise through an in-person Demo Day and an online platform reaching 1,000+ top early-stage investors. We help you prepare with practice sessions, stress tests, and materials review. When you’re in high-stakes negotiations, we coach you, share insider knowledge, and leverage alumni intel on the investor across the table. More details: The a16z speedrun program is a fast‐paced, 12-week startup program that guides founders through every critical stage of their growth. It kicks off with an orientation to introduce the cohort, then dives into rapid product development—helping founders think through MVP while addressing key topics like customer acquisition and design partnerships. Throughout the program, startups benefit from expert-led sessions and interactive office hours that cover: - Brand Building & Go-to-Market Strategy: Crafting your story, marketing, and driving product-led growth. - Customer Acquisition & Launch: Securing early users and executing effective launch plans. - Fundraising & Strategic Partnerships: Pitching, navigating investment, and building lasting relationships. - Team Building & Operational Scaling: Developing high-performing teams and refining internal processes for sustained growth. - Community & Enterprise Sales: Building communities, forming strategic partnerships, and landing your first enterprise customers. - Product-Market Fit & Demo Day Prep: Assessing market traction which culminates in a Demo Day to showcase progress. The a16z speedrun program is IRL and runs for 12 intensive weeks in which our team of expert investors and operators guide your startup from idea to market launch. The program moves through sequential modules—each dedicated to key aspects such as rapid product development, go-to-market strategy, fundraising, team building, and operational scaling. Expect regular check-ins, one-on-one office hours, and interactive sessions, culminating in a Demo Day where you present your progress to potential investors.show more

AI Is Moving Beyond “Generating Videos” — Toward “Generating... Worlds” Over the past two years, AI video models have advanced at an astonishing pace. From Runway and Pika to Sora and Veo, AI-generated videos have become increasingly realistic and more consistent with the physical laws of the real world. Many people believe the next objective is simply to generate videos that are longer, sharper, and more lifelike. But if we take a step back, we can see that the real transformation is not happening in video itself. It is happening in world models. What Is a World Model? In 1943, psychologist Kenneth Craik proposed an idea that would influence artificial intelligence research for decades. He argued that the human brain does not merely react to the outside world. Instead, it maintains an internal model of how the world works. Because we have this internal model, we can predict the outcome of an action before we actually take it. Before crossing a road, we estimate whether a car will pass by. Before catching a ball, we predict its trajectory. These abilities come from continuously simulating the world in our minds, rather than relying entirely on trial and error. This idea later became known by a more formal term: World Model. A world model does not describe a single image or a fixed video clip. It is an internal representation capable of continuously simulating the rules and dynamics of the real world. Why Is AI Research Turning Toward World Models? Because predicting “what comes next” is becoming increasingly central to how AI systems work. Language models predict the next token. Image models predict the next step in the denoising process. Video models predict the next frame. A world model, however, attempts to predict something broader: What should the world look like in the next moment? In 2018, David Ha and Jürgen Schmidhuber proposed in their paper World Models that an intelligent agent could first learn a model of the world, and then use that internal model to plan its actions. The Dreamer series later demonstrated that many complex tasks could be learned by training agents inside an “imagined world.” At the same time, the development of video models such as Sora and Veo led researchers to another realization: A model capable of continuously generating video has already learned, at least implicitly, many of the rules governing the real world. As a result, these two research directions have gradually begun to converge. But Video Is Not Yet a World This is where the distinction is often misunderstood. For a world model to support meaningful real-time interaction, it must solve several critical problems. Most video models today are essentially answering one question: What should the next frame look like? A true world model needs to answer much more: What happens if I take one step forward? If I walk behind a building and then return, will the building still be there? If I suddenly change the camera angle, will the entire space remain consistent? If I enter a command such as: “Summon a dragon.” Will the world respond immediately? In other words, a world model must do more than generate content. It must understand space. It must understand time. It must understand causality. And it must understand interaction. Moving from watching to participating is where the real difficulty of world models begins. World Models Are Entering the Interactive Era One of the latest attempts in this direction is Alaya World, recently open-sourced by Alaya World, or Alaya Lab. Instead of generating a fixed video clip, it generates a world that users can explore in real time. Users can begin with text, an image, or a video, enter the generated scene, move freely through it, and introduce new prompts at any moment during generation. The world responds immediately. According to the publicly released information, Alaya World provides: Real-time streaming generation at 720p and 24 FPS Stable continuous exploration for more than one minute The ability to switch prompts and trigger skills or events during generation Model weights and inference code released under the Apache 2.0 License Training code and datasets planned for future release What makes these capabilities important is not simply the technical specifications. It is that the generated “world” can now support continuous interaction. The official demo shows that users can genuinely control, transform, and explore the generated environment. AI Is Evolving From a Tool Into an Environment Over the past few years, most discussions around AI have focused on content generation. Generating text. Generating images. Generating videos. But world models raise a fundamentally different question: Can AI generate an environment that people can inhabit, explore, and continuously evolve? If the answer is yes, the impact will extend far beyond video generation. Game development, robotics training, embodied intelligence, digital twins, virtual production, and many other fields could be transformed by the development of world models. World models are still at a very early stage. Yet from Craik’s proposal of an internal mental model more than eighty years ago to the emergence of today’s interactive world-generation systems, a clear evolutionary path is beginning to take shape. Perhaps what AI is ultimately learning has never been limited to images, videos, or language. Perhaps it is learning the world itself. References GitHub: Technical Report:show more

Release: LichtFeld Studio v0.5.3 is out! With 316 commits... merged into master, this release is a huge step forward for LichtFeld Studio. What's new in v0.5.3 • Vulkan viewer/rendering migration: New Vulkan viewport pipeline, pass graph, VkSplat renderer, Vulkan point-cloud renderer, 3DGUT/VkSplat support, improved alpha/depth composition, tighter CUDA/Vulkan interoperability, and device matching on multi-GPU systems. • RAD + LOD workflow: Added RAD file export/import, RAD LOD viewer, Spark-style GPU LOD selection, GPU-driven page prefetching, a bounded VRAM pool, out-of-core PLY-to-RAD LOD conversion, and RAD import/export speedups of approximately 3–5×. • HiGS / macro-tile inference: Added a macro-tile inference path for the Vulkan viewer, including macro sorting, batched rasterization, composition, and capacity management. • Asset Manager: Added and significantly enhanced the Asset Manager with thumbnails, SH information, faster synchronization, import-from-URL support, docked mode, data-loading popup integration, and general UI cleanup. • Viewport export: Integrated viewport export directly into the application as a toolbar/overlay tool, added fast render_view_u8-style readback paths, fixed high-resolution clipping issues, improved orthographic export parity, resolved 32K image/video export problems, and added post-export GPU resource cleanup. • Selection and tooling: Added and reworked selection toolbar controls, the Select menu, ring selection, color eyedropper, distance-from-center selection, faster point-cloud and zoomed-out selection paths, Vulkan measurement tool fixes, and drag-and-drop scene graph improvements. • UI/RmlUi platform work: Major RmlUi redesign efforts, hot reloading for RML/RCSS/Python UI files, reactive UI/store integration, viewport toolbar flyouts, improved histogram interactions, input settings enhancements, custom TRS gizmos, and numerous panel, tooltip, and localization fixes. • Windowing and UX: Added borderless window support, title bar drag/maximize/restore behavior, work-area-aware maximize functionality, resize responsiveness and performance improvements, and DPI/UI scaling fixes. • Training and data features: Added adaptive depth loss and depth gradients for the EWA rasterizer, mask loading/application fixes, a new combined Ignore+Segment mask mode, --add-splat, --freeze, improved checkpoint and training state handling, and training speed and VRAM optimizations. • COLMAP/equirectangular support: Added SPHERICAL/equirectangular camera model support and canonical EQUIRECTANGULAR handling, along with fixes for undistortion and camera export. This release will be available to all supporters as a Windows binary via approximately in about an hour. At the same time, LichtFeld Studio remains committed to being free and open source under GPLv3 and can also be built directly from source. Please consider supporting the ongoing development of LichtFeld Studio through a donation via the portal or the supporters page. Thank you to everyone who supports this project financially, contributes code, reports bugs, provides datasets, helps with the website, and contributes in countless other ways. A special thank you to our foundational sponsor Core11 and our Gold Sponsor Volinga, whose support has helped make the current state of the software possible. Thank you as well to every donor and to all of our new Bronze Sponsors. Looking ahead to v0.6 For the next major release, work will focus primarily on stability and user experience. This includes improved cleanup workflows and the ability to modify training parameters while training is in progress. I would also like to introduce a native .licht project format that allows users to save and restore their complete editor state. You can find links to our main sponsors below. Please also visit our website to discover all our Bronze Sponsors. Hint: We do not yet have a Silver Sponsor or Platinum 😉show more

The OriginTrail DKG V10 begins its mainnet rollout with... a Frontier-AI Resilience Gate. Today, the final V10 release candidate (the exact contract bytecode intended for mainnet) goes live as a public pre-mainnet, funded with 300,000 ethereum:0xaa7a9ca87d3694b5755f213b5d04094b8d0f0a6f tokens: a 200,000 TRAC honeypot pool of real, drainable positions plus a 100,000 severity-reward pool. Independent researchers and AI-augmented teams are invited to break it: drain the honeypot and you keep what you take, and every valid finding is paid by severity. It’s a real pass/fail checkpoint: findings are fixed and verified first, and clearing the gate is the precondition for the mainnet launch. The first step of the DKG V10 deployment, by design. Why lead with security instead of shipping and patching later? On May 29, 2026, a researcher using Claude Opus 4.8 surfaced a critical, roughly four-year-old soundness flaw in Zcash 🛡️’s Orchard pool (a bug that had passed repeated expert review) in about a day, with a working proof-of-concept. The moment matters; the trajectory matters more. Claude Mythos, Anthropic’s frontier model, is so capable at finding vulnerabilities that it was first withheld from public release and run only inside a defensive partner program, where it reportedly surfaced more than ten thousand high- and critical-severity bugs in its first month. It’s now days from a reported public release. The bar for what an attacker, human or AI, can find only rises from here. As Anthropic framed it, the advantage goes to whoever uses these tools first: attackers in the short term, defenders who fix bugs before code ships in the long term. The Resilience Gate is how we make sure we’re on the defenders’ side, testing DKG V10 not just against today’s models but against what arrives next. For anyone shipping on-chain systems, the implication is simple: this code launches once, mistakes can’t be undone, and the responsible move is to invite that scrutiny before any user value is at stake. The path to mainnet, in four phases: Phase 0: Freeze. Final contracts locked and deployed (complete) Phase 1: Frontier-AI Resilience Gate. Open review program, through June 17 Phase 2: Mainnet launch. Hardened, feature-complete V10 (week of June 15) Phase 3: Continuous audit. Every contract, ongoing after launch If you work in smart-contract security, or build with AI that does, we’d welcome your review. No allowlist, real rewards, coordinated disclosure. *Dates are indicative: the exact mainnet date depends on the pace of network bootstrapping and the time needed to patch and re-verify any more severe findings from the Gate. Release candidate 17 (rc17): Bug bounty program and honeypot details:show more

Heres an actual way to make $10k a month... from TikTok + organic affiliate TT slides is probably the best way to make AI content for a few reasons > easy and not time consuming to make > much harder to detect images are AI > slideshows rarely get the AI label from TT (especially if you do what I’m gonna show you) >slideshows require less engagement to go viral (more consistent virality) >CTA can be more natural this AI slideshow format is going insanely viral consistently on brand new accounts and no one is even detecting it’s AI they’re super easy to make and use a story telling format that’s really smart you can take the exact same formula to promote sweeps offers from Glitchy and make $10k a month pretty easily here’s the blueprint >Content creation to create the slides realistic you can simply take a photo from Pinterest and put it into Gemini or Chat GPT and ask it to give you an EXACT JSON to recreate the image add in any details you want to add like “make her hair blonde” “make her eyes blue” take that JSON and put it into Nana Banana If you want her in certain backgrounds do the same process and add it in with the JSON of the girl you’ve created or just describe it Now clear the meta data from said image to stop getting the AI label If you still get it go to a meta data analysis site and put the data in ChatGPT Ask if their is anything in the meta data that is signalling this to TT >Writing scripts The reason these go so well it’s because they have a negative scroll stopping hook that instantly make you want to know what the slides going to say next “got fired from my job” “failed my exams” Along with the music that sets the emotion of the video It wouldn’t work as well if they had a random viral song that’s up beat plus the cherry on top is that the image correlates with what’s being said in the hook it’s self acting as a visual hook It wouldn’t work aswell if it was just an image of a girl on her bedroom >how to interpret sweeps Choose an sweeps offer from Glitchy for a retail store (Walmart/target) follow the same format of scroll stopping negative hook Example: “broke my arm” then you would tell a story that paints a bad working environment, maybe she got fired for breaking her arm and is now exposing secrets and your CTA would then be “they don’t promote this but they have a secret feedback program” this is just to give you inspiration but there is literally countless ways >account set up - US proxy / US sim - Download TT with US proxy on - Buy aged account (to help with account trust and getting banned due to proxy issues) - warm up for 2 days (scroll vids all the way through, like, comment authentic things relating to video) Then you post This is a very good way to at least reach a couple K a month but I’d be surprised if you don’t reach $10k beyondshow more