Ar Lor (❖,❖)

Big update on RialoPredict Been grinding on this with my partner @Johson_Nguyen and we just hit a major milestone. A stock prediction platform built on top of Rialo Protocol that combines AI analysis with gamified staking mechanics. Let me walk you through what we built and why it matters. The Problem Most people treat stock trading like gambling. They buy based on gut feeling, Twitter hype, or worse, pure FOMO. No data, no analysis, just vibes. We wanted to change that. Give retail traders the same kind of tools institutions use, but make it accessible and actually fun to use. What RialoPredict Does Two core features live right now: AI Stock Predictions using real time market data and RialoBot, an AI assistant that answers questions about Rialo and tracks community contributions. Both are fully functional and ready to deploy once Rialo mainnet launches. How The AI Works I use an LSTM model trained on two years of market history to analyze trends and patterns. By looking at the last 60 days of data, the AI predicts whether the price is likely to be bullish, bearish, or neutral based on a 1% movement threshold. To help with risk management, every prediction comes with a confidence score so users can see how strong the signal actually is. The tech itself is built on a 3 layer LSTM architecture which ensures the model is actually learning deep market cycles instead of just memorizing numbers. This project is not meant to be a magic crystal ball but rather a data driven tool to help users make smarter decisions. The Full Vision (soon rlo) Here's how the platform economy will work: Users stake RLO tokens to earn prediction points. Every time you run a prediction, you wager points to boost your score. If your prediction is correct, your points multiply by 1.5x. Beyond predictions, we're adding swap functionality, cross chain bridge, and missions to help users accumulate more points. These points convert into rewards. We're talking exclusive NFTs, early access to features, and other perks. Details coming soon but trust me, it's worth stacking points. RialoBot (The Community Layer) While building this, we realized we needed a way to connect the community beyond just trading signals. So we built RialoBot, an AI assistant powered by @JatevoId GLM 4.7 model. It answers questions about Rialo Protocol and RialoPredict. Think of it as your onchain knowledge base that actually understands context. It also tracks community contributions. You can search any username and see their region, bio, and total Discord activity. It even scans messages deep to pull real contribution data. Works in both English and Indonesian because we're building for a global community. The dashboard shows live stock data from Polygon's @massive_com API. You get previous close, day range, 52 week range, volume, everything you need at a glance. The prediction interface is clean. Pick your timeframe from 1 day to 1 month, hit predict, wait 30 seconds while the model trains, then boom, you get your signal with confidence score. The chatbot sits at the bottom of every page. Click to ask questions or check profiles. Super smooth, no friction. Why This Matters Rialo is building the infrastructure for real world assets on chain. @rialopredict shows what's possible when you combine that infrastructure with AI and gamification. We're not just predicting prices. We're creating a system where being right actually rewards you, where learning gets you ahead, and where the community grows together. This is just the beginning. Once mainnet drops, we're ready to scale. Shoutout to @Johson_Nguyen for grinding on this with me. Building in public, shipping fast, staying focused. If you want to see what we're cooking, drop a follow. Updates coming soon. Try and give feedback: rialopredict.biz.id/ Let's build something real. gRialo @RialoHQ @RialoIDN @itachee_x @ericargent31113

Happy weekend, Rialo fam! 💜 Take some time to relax, recharge, and enjoy the weekend. You’ve earned it! Have a good one, gRialo guys 🫡 @RialoHQ

This week at Rialo Indonesia, Builder Hub was full of people sharing their work, followed by a fun Karaoke night 🎤 We also learned about making money with AI agents. Thanks to everyone who joined! @RialoHQ gRialo guys

Big thanks to @nxrskyaa @keinntwo for sharing how to make money with AI agents and walking us through the possibilities. 🤖 Always great to learn something new and get ideas we can try ourselves. Thanks to everyone who joined! @RialoHQ Grialo

Always cool to see what Rialo builders come up with every week😎. Everyone brings a different idea to the table, and it’s great seeing them turn those ideas into something for the ecosystem. Curious to see what they build next 👀 @RialoHQ

Another week with Rialo 🇮🇩 From Builder Hub sessions to talks about AI agents and health, we keep learning, sharing ideas, and growing together. Thanks to everyone who joined and made this week happen. See you at the next one! @RialoHQ

Another Builder Hub session with the community This time, @keinntwo showcased the team’s project with a clean UI and a cool design. Always great to see builders sharing what they’re working on and making progress together. @RialoHQ

Another week with the Rialo Indonesia community 🇮🇩 From building together to discussing Rialo’s future and sharing stories, every event brought us closer. Big thanks to everyone who showed up and made this week special. gRialo @RialoHQ

Last night, we had another Community Sharing session with the Rialo Indonesia community 🇮🇩 A good space to exchange thoughts, share perspectives, and talk about where Rialo could go next. Always love seeing the community come together. @RialoHQ

Builder’s Hub is back today 🛠️ Another solid session with the community, sharing ideas, building, and learning together. Always good to see everyone showing up. 🖤 gRialo @RialoHQ

Another week with the Rialo Indonesia community 🫶 From building and sharing ideas to hiking and health talks, there was something for everyone. Big thanks to everyone who joined and kept the community going. 🇮🇩 @RialoHQ

Congrats to everyone featured in this week’s Spotlight! 🫶 Big appreciation to everyone who keeps showing up and contributing to the community. Representing Rialo Indonesia, congrats from @NineMay_ID 🇮🇩🖤 @RialoHQ

Builder’s Hub was back again this Wednesday 🛠️ Another good session with the community, even though SharkTank is taking a break this week. Still building, still showing up. gRialo @RialoHQ

Another great week with the Rialo Indonesia community 🫶 From building together to testing our knowledge in two fun quiz events, it was another week full of good energy and community vibes. Big thanks to everyone who joined and made it happen. 🇮🇩 @RialoHQ

Another strong Builder’s Hub session with 500+ people joining in. 🫡 Great to see builders showing up, sharing ideas, and pushing things forward together. The Rialo community keeps growing. @RialoHQ