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Midway through October - some amazing Deepvue updates 🚀 Theme Tracker Holdings Mini Chart Features Market Breadth / Report Widget New Data Panel / Bookmark UI 💨

25,653 次观看 • 11 个月前 •via X (Twitter)

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A new roadmap. A New Era of The Graph 🗺️ The Graph’s new roadmap introduces a bold and transformative vision for the future of The Graph! The new R&D roadmap details an expansion of The Graph’s ability to serve web3’s growing demands for data access, while better serving builders and protocol contributors, and improving the overall simplicity and efficiency of the network. After three years of serving builders, The Graph Network is mature, reliable, and performant. The Graph ecosystem has followed through on its commitment to democratize access to blockchain data while also establishing subgraphs as a web3 standard. But The Graph’s innovation journey doesn’t end there. The New Era of The Graph is organized into five core objectives: 1️⃣ World of Data Services: Expanding to provide new data services beyond subgraphs to deliver a rich market of data on the network, serving novel use cases for data scientists and more. This will include more data sources, new query languages, and support for LLMs. 2️⃣ Developer Empowerment: Supporting developers through enhanced DevEx and tooling by introducing streamlined billing, clear pricing models, a new free query plan, and reduced gas fees. A more SaaS-like experience for devs, without compromising on decentralization! 3️⃣ Protocol Evolution & Resiliency: Delivering improvements resulting in a more resilient, flexible, and simple protocol, including updates to delegation. 4️⃣ Optimized Indexer Performance: Boosting network performance with improved Indexer tooling and operational capabilities to deliver increased scalability, reduce costs, and enhanced network reliability. 5️⃣ Interconnected Graph of Data: Creating tools for composable data and a global, organized knowledge graph – interlinking open data and making it easier to build upon. The new roadmap sets in motion an exciting evolution in web3 data infrastructure. In a phased rollout, The Graph will introduce many new features and benefits, including the integration of new data services, new query languages, enhanced developer tooling, improved UX + UI, alongside greater protocol efficiency and resilience. As this new era unfolds, The Graph crystallizes as the connective tissue across the many layers of the web3 stack, evolving into a comprehensive, interwoven graph of data equipped to serve every project dreamt up by web3’s innovators. Read the full announcement linked in the comment below!

The Graph

425,957 次观看 • 2 年前

🎉 Tailkit 4.0 is here, and I couldn't be more excited! 🙌🥳 But first - Giveaway Alert! Want to get a free Tailkit Developer license? Just drop a reply and give a like or repost (totally optional, but super appreciated). The lucky winner will be announced next Tuesday (October 8th) – good luck! Can you believe it’s already been 4 years since Tailkit’s journey started? ❤️ It feels like just yesterday I launched Tailkit 1.0 as an offline standalone web app back on October 1st, 2020. I'm really attached to this project because it was launched just a few days before I became a dad 👶😍 Fast forward to today, and Tailkit has grown into a fully customizable, feature-packed online app that gives you access to: - 550+ Tailwind CSS components (fully responsive + dark mode support) - 1,750+ Code snippets for HTML, React, Vue.js, and Alpine.js - 7 Marketing & Application Templates for HTML, React, Vue.js, and Laravel (fully responsive + dark mode support) - 10 Starter Kits for HTML, HTML with Vite, React, Vue.js, Laravel, Next.js, Nuxt, Astro, Svelte and Angular - 30 Days of Unlimited Design Service with every new Team license - Exclusive deals on third-party tools and projects - Handy helper tools like Button Builder, Color Palette, and Icon Finder - 3,700+ SVG Icons from Bootstrap and Heroicons - Free lifetime updates - Email support whenever you need it And the 4.0 update is packed with even more awesome features and upgrades: - 6 new UI components (Notifications) were added in Application UI package - 20 new UI components (Image/Content Sliders++) were added in Marketing package - React version (uses Vite) is introduced for all Templates - React code snippets were improved in all packages - Astro Starter Kit was added - Remove Dark Classes (from code snippets) option was added in App - Universal Dark Mode (preview pane can default to global dark mode) option was added in App - New preview colors (fuchsia, gray) were added in App - Heroicons v2 icons were updated to v2.1.5 adding 28+ brand new icons in App - 3 new exclusive deals are now available - UI design improvements in App - Various improvements and fixes in App - All dependencies were updated in Starter Kits - All dependencies were updated in Templates - Marketing website redesigned - Color Palette tool was made available to all I’ve put over 200 hours into this update alone, and I’m beyond excited to finally share it with you. Your continued support has made this journey possible, and I’m so grateful to have you along for the ride. 🙏 Wishing you an amazing day – remember, YOU ARE AWESOME! Go build something incredible! 🚀

John Champ

10,940 次观看 • 2 年前

📺 CPI DAY GAME PLAN + $MU & $SNDK READY TO BREAK OUT? + $AMZN STILL HAS MORE UPSIDE + $NBIS EARNINGS FUEL $IREN + CAN $TSLA REACH THE OVERHEAD GAP? I walk through my trading plan ahead of the CPI report, emphasizing disciplined risk management over predicting the data. I always trim winners into strength, stay flexible, and be prepared to increase exposure only if the market confirms the bullish setup after the inflation release. * The CPI report came in lighter-than-expected, helping fuel another leg higher for equities. Ahead of the open, $SPY is trading around $773.86 while $QQQ climbed to approximately $725.33, validating the constructive technical picture I outlined before the release. * One of my favorite setups remains Micron $MU. After weeks of tight, sluggish price action, I believe the stock is setting up for a potential "Day One" breakout. The first technical hurdle has already been cleared, and a move through the next key resistance level could open the door toward the low $90s. Although I trimmed part of the position before CPI to lock in gains, I made clear that I would become more aggressive if the market responded positively—and a lighter CPI supports that bullish scenario. * I also remain constructive on SanDisk $SNDK. I believe the company's earnings call demonstrated strong business visibility despite Wall Street's initial negative reaction. After consolidating tightly, #SNDK has begun to recover, reinforcing his view that the semiconductor trade still has room to run. Like #MU, I trimmed into strength while keeping meaningful upside exposure. * Meanwhile, Tesla $TSLA continues to repair its chart. While I still consider the longer-term structure damaged, I believe the recent price action has improved significantly. I remain long both shares and $340-strike calls, expecting #TSLA to continue advancing toward the overhead price gap, which represents the next major technical test for the stock. * Amazon $AMZN also remains one of my preferred swing trades. Despite moving more slowly than some other mega-cap technology names, the stock continues holding above both its 8-day moving average and its earnings gap. I think the broader bullish structure remains intact and that #Amazon simply needs more time before attempting fresh all-time highs. For new positions, I favor giving the trade additional time by using September-dated options. * The AI infrastructure theme received another major boost after Nebius $NBIS reported an outstanding quarter, sending the stock sharply higher. The strong earnings helped validate my bullish positioning in $IREN, which rallied nearly 9% in pre-market trading to approximately $43.29 after I accumulated multiple call option positions ahead of the report. The move reinforces my view that AI infrastructure remains one of the market's strongest long-term themes. * Finally, I highlight $QQQ, which continues building a constructive bull flag. With CPI coming in lighter than expected and $QQQ trading around $725.33 before the open, the Nasdaq remains well-positioned to extend its advance if buyers continue to support the move. * The biggest takeaway is that successful trading isn't about predicting economic data—it's about preparing for multiple outcomes, protecting profits, and having the flexibility to increase exposure once the market confirms your thesis. This CPI release offered a textbook example of why disciplined risk management and patience often outperform emotional trading around major macro events. * If you found this helpful, please ❤️like and 🔁retweet

Scott Redler

11,184 次观看 • 1 个月前

I've been with Firstock since day one, and we’ve worked closely with Vikram, the founder. In 2023, Firstock set out to build the fastest, most user-friendly trading app completely in-house. After countless meetings, iterations, and late nights, I’m proud to present the latest version of the Firstock web and mobile app—designed to transform your trading experience. 🚀 You can open your account here: (Open your account today for exciting offers) Experience Demo Account: Zero Hassle. Zero Charges. Maximum Power. With Firstock, you get: * ₹0 Delivery Charges * ₹0 API Fees * ₹0 Account Opening Charges * ₹0 Pledge Charges * ₹0 AMC * ₹0 Pay-in Charges * Just ₹20/order for F&O trades What do we have? For Investors: Let’s begin with what Firstock offers to investors: 1. Fundamentals at Your Fingertips Access detailed stock charts and fundamental data directly within the app—no need to go elsewhere. 2. Holding Performance Overview Track your portfolio's performance with full visibility into all corporate actions affecting your holdings. 3. Complete Holding Analysis Gain a holistic view of your portfolio through our intuitive holdings dashboard. 4. Instant Pledge for Instant Margin Need margin quickly? Instantly pledge your stocks and start trading within minutes—no delays. Confused about what to invest in? 5. Curated Investment Ideas Explore top-performing market movers, sectoral trends, and international ETFs to make informed investment choices. 6. Custom Screeners Build your own stock screeners to filter out investments that match your strategy and risk appetite. --- For Traders: Built by traders, for traders—our platform is designed to meet your high-speed, high-efficiency needs. 1. Sticky Orders & Bulk Slicing*l Place large orders with ease. Our bulk slicing and sticky order window make placing, modifying, and exiting large quantities seamless. 2. Options Strategy Builder Design strategies directly from the option chain, view the payoff graph, and execute instantly. 3. Live Position Analysis Analyze and tweak your open positions directly from the position book—no switching screens. 4. Custom Strategy Execution Save your favorite strategies and execute them when the timing is right. 5. Advanced Option Analytics View real-time data like OI, Max Pain, and synthetic futures to make quicker, smarter trading decisions. 6. Pre-Built Straddle and Strangle Tools Trade straddles or strangles effortlessly using our dedicated strategy screens. --- Now on Mobile: Enjoy the same powerful features on our brand-new mobile app—designed for ease, speed, and convenience. --- Try it Today: Experience the platform with our demo—explore all features before you commit. Explore Demo Account: You can open your account here: --- This is just the beginning. We’re continuously building features that will redefine the way you trade. Have suggestions or feedback? I’d love to hear from you personally. Let’s grow together.

Saketh R

15,618 次观看 • 1 年前

I posted that I built a land acquisition intelligence platform that looks at 1.5M parcels of land across the I-85 corridor for data center and industrial conversion potential. My DMs blew up, had over 130 real estate folks reach out. So I wanted to walk through some of my favorite features in the product, and show you the UI we built. ALL of this was done with Claude code. 1/ A full-screen map explorer rendering 1.5M parcels as vector tiles across 14 North Carolina counties. Click any parcel and get zoning, ownership, tax history, and acreage instantly. 2/ Proximity scoring to every I-85 interchange, power substation, transmission line, and gas pipeline. The parcels closest to infrastructure light up first. 3/ A farmland confidence score (0-100) that cross-references tax programs, land use codes, and acreage heuristics so you're not wasting time on parcels that look like farmland but aren't. 4/ A motivated seller detection engine that flags out-of-state owners, estates and trusts, tax delinquency, long hold periods, and declining assessed values. The sellers most likely to pick up the phone. 5/ Conversion readiness scoring that measures how likely a parcel is to get rezoned for industrial use based on what's already been approved around it. 6/ A composite acquisition score (0-100) with configurable weights. Every fund has different criteria. Drag the sliders and the entire map re-ranks in real time. 7/ Active listing integration pulling 2,100 listings from public sources so you can see what's already on the market alongside off-market opportunities. 8/ A document generation suite that produces institutional-grade investment memos, slide decks, and automated intelligence briefs. Click a parcel, click export, hand it to your investment committee. 9/ Alert monitoring for zoning changes, ownership transfers, and new listings that match your criteria. The platform watches the corridor so your team doesn't have to. Happy to record a longer video when I'm done.

Todd Saunders

86,870 次观看 • 6 个月前

Big Update: Critters Quest Website Steps Into Production State with an Exciting New Design! Hey Critters, we're thrilled to share some major news, our website has officially migrated from mint state to production state, and we're taking our platform to the next level right here at After three weeks of dedicated work, we've transformed Critters Quest into a more organized, stable, and feature-rich experience, setting the stage for everything we've planned for the future. This isn't just an upgrade—it's the first step before the real journey begins! Key Updates to the Homepage and Beyond Fresh Categories and Pages: We've added exciting new sections to help you dive deeper into the Critters Quest world: - Play $QUEST (Explorer Page for Staking $QUEST): Dive into our new $QUEST explorer page, where you can find games to stake your $QUEST tokens to earn rewards, track your staking progress, and engage in strategic gameplay challenges that grow your Critters' value. - Play Spins (Explorer Page for Spins): Spins are now front and center with a dedicated spins explorer page, designed to highlight Multipliers Spins, Terron Spins, Quest Tablet Spins(coming soon👀), and more. Organized as daily free spins, limited events, and partner spin opportunities for special loot, offering new ways to boost your rewards. - Breakdown Informational Page: We've introduced a comprehensive guide for new users (and a refresher for veterans) to explore how key features work. This page currently focuses exclusively on the mechanics and info for Master Edition NFTs, Cloned Editions, and Multipliers. It explains how Master Editions serve as the foundation for your Critters' value, how Master Editions allow Cloned Editions to be minted out for others, and how Multipliers enhance your rewards throughout critters ecosystem. Redesigned Homepage: Our homepage has been completely transformed into an intuitive experience that gives you a complete overview of the Critters Quest ecosystem at a glance. It features: - Feature Carousel: Highlighting new additions and important updates - Ecosystem Activities: Real-time data showing active games, spins, or other ongoing activities. - Mini-Leaderboards: Quick snapshots of top performers - PFP Activity Feed: See the latest community PFPs minted - Quick-Access CTAs: Every section includes direct links to the full experience, letting you dive deeper with just one click - Streamlined Introduction: New visitors get a concise overview of Critters Quest right away This overview approach makes navigation intuitive for both newcomers and veterans, ensuring you never miss important information or opportunities. Elevated Designs Across the Board: - Dynamic Castle Layout in the Banner: Our homepage now features a dynamic castle layout in the banner, with castles positioned in the order they appear on the leaderboard. The top leaders are showcased at the top, adding a visual representation of community rankings and bringing our competitive spirit to life. - Critters Terminal (Formerly $QUEST Terminal): Our terminal has been upgraded with a sleek new look and enhanced functionality, now known as the Critters Terminal. It's your go-to hub for finding the most powerful cards and looking for new Critters—it tracks $QUEST allocation on available Critters for sale, their power, equipment, and more, helping you build the ultimate team. - Equipment Viewing: Viewing Critters and their equipment has been elevated with detailed rankings, power levels, and stats, giving you a clearer picture of your team's strength and hinting at game mechanics like power-based strategies. - Spins Pages Redesign: The spins experience has been completely revamped with a fresh, user-friendly design, making it easier to spin for rewards and track your progress, with a focus on multipliers and special loot opportunities. - Partnership Sign-Up Page Update: On our main page, you'll see mentions of our legendary partners—GM Capital, Mintify, Sniper, and more—highlighting our growing ecosystem. We've also updated our partnership sign-up page for those looking to partner with us. This page now includes a detailed breakdown of partnership options and new form fields to streamline the collaboration process. We're excited to expand our network in the future! - Animated Banners: Across all pages, you'll notice new animated banners that bring our world to life, adding visual excitement and guiding you through the platform. - Archived Pages: To streamline the site and focus on the future, we've archived older pages like the Master Edition Mint and Referral pages. These will remain available for reference. Coming Soon: We're already working on exciting additions, including: - SHOP Page: A new experience for purchasing items and gear to enhance your Critters Quest adventures, where you can equip your Critters with power-boosting equipment. - Tokenomics/Liquidty Section (Addition to the INFO Page): We're working on a detailed tokenomics section to add to our INFO page, launching alongside updates to our plans for DEX integration. These changes will add more value to Master Editions, give participants greater confidence, and enhance the overall ecosystem. - Cloned Edition Minting: This innovative feature will launch when Master Editions begin to mint out their Clones, allowing people to mint these unique variations. Cloned Editions will inherit traits and offer new gameplay opportunities, expanding your Critters' potential and rewards. Backend Tweaks: While many of these improvements are visible, we've also made numerous backend tweaks that aren't immediately seen. These optimizations ensure better performance, stability, and scalability for the platform moving forward. Continuous Elevation: This migration marks our first massive overhaul, but it's just the beginning. We're committed to elevating Critters Quest on a continuous basis, refining and expanding the platform with each rollout to keep delivering the best possible experience for our community. Foundation for the Future These updates aren't just cosmetic—they're foundational. After three weeks of hard work, we've created a more organized and structured platform that's ready to support the future rollouts we've been teasing, like Edition Minting, Items Shop, and Quest Games. This migration streamlines our process, allowing us to deliver updates faster and more efficiently for both new users and our longtime adventurers. This is truly the first step before the real journey begins. Our production state sets us up to expand Critters Quest into an even bigger, more engaging GameFi ecosystem, where your Critters can thrive through quests, spins, and community challenges. Whether you're a newcomer or a seasoned player, these changes make it easier to explore, compete, and grow your collection. Your Next Expedition We're just getting started! This production-ready overhaul is the launchpad for all the exciting features and expansions we have planned. Keep an eye on for more updates, and dive into the new pages to see how you can level up your Critters Quest experience. We want to hear from you! Share your feedback, suggestions, and experiences with our new production site in our Discord or commenting below. Your input directly shapes our future updates and helps us create the best possible experience. Thank you for your patience and support during this transition. Together, we're building something truly special!

Critters Quest

26,200 次观看 • 1 年前

a 22-year-old who never filed taxes just got flagged by the IRS not for the $330K in polymarket bot profit but for 12,000 micro-transactions that looked like structuring 38 days of trading and he triggered the same alerts drug dealers do kid built a bot that trades 5-minute crypto resolution markets on polymarket - eth up or down, sol up or down, new scheduled 5-minute ETH/SOL up/down markets resolving via Chainlink data he didn't even know what structuring was the bot was placing mass volume to capture edge across dozens of active micro-markets and every single trade settled through USDC on-chain every 5 minutes the bot runs the same loop: → pulls live order books across dozens of active micro-markets → estimates fair value using Claude Sonnet 4.6 API inference → detects mispricing above 6% and sizes via kelly criterion → fires the trade, collects payout, rolls into the next market → repeats 288+ times per day without sleeping in 38 days it executed 12,247 transactions at an average size of $27 the problem is that pattern - thousands of small, rapid, sequential transactions flowing through crypto rails - is exactly what the bank secrecy act was written to catch under 31 USC 5324 that's called structuring and it carries civil penalties up to ~$400K or twice the transaction amount per violation, criminal up to 5-10 years and $250K-$500K in fines the bot doesn't know what the IRS is it just knew the expected value math worked: 65% win rate on binary contracts means +$0.10 per dollar risked, compounded across 12,000 trades that's $330K in pure edge his entire infra was a mac mini and a $4.50/month VPS with no accountant, no LLC, no tax software the IRS didn't find him through some sophisticated investigation - his bank's automated AML system flagged the deposit pattern and filed a suspicious activity report before he even knew there was a problem $330K in profit sitting in a wallet and the kid googled "do i need to pay taxes on polymarket" for the first time last tuesday the bot opened 6 new positions while he was on hold with a CPA his trading algorithm is mass accurate and his compliance strategy is mass nonexistent - and somewhere right now there are 50 more kids running the same bot who haven't been flagged yet

Argona

150,209 次观看 • 5 个月前

$GRAB Map is The New Google Maps(B2B)🧵 Here is your Free.99 analysis on GrabMap, for those that selling courses for $50-$500/m, if you are using my $GRAB and other analyses, I don't ask for much, at least give me some credit/cite. And yes 99.999% of my posts are Free.99. If you want to support my work, slap the like/repost, as I don't choose to write "Grab or any Ticker is going to x10 x100-x1000" kind of threads or "mark my words" to please the X Algo. Consider Subscribe($0.33/day) if you want to support my work further and get more in-depth analyses! TLDR: GrabMap could generate $7B-$15B a year alone for Grab B2B segment. That is why you are seeing Anthony Tan is mad excited abt this massive opportunity. And it also significantly boost GrabAds long term globally. This precisely proved my point that, Anthony is going to expand to 5B people and we are only 14% thesis realized right now. Grab doesn't have to be just Ride-share/Delivery when expanding! Grab , Southeast Asia's leading AI SuperApp for ride-hailing, food delivery, financial services,Tourism, Dine-Out and more, has developed its proprietary mapping platform, GrabMaps, a massive B2B revenue potential over the next long term, not just in Singapore, Indonesia, Malaysia, Thailand, Philippines, Vietnam, Cambodia, and Myanmar but expanding beyond SEA markets/Customers. 1. GrabMaps: A Strategic Asset GrabMaps is not merely a technological tool but a critical component of Grab's ecosystem, powering its ride-hailing, food delivery, and financial services. Developed in-house, GrabMaps leverages data collected from Grab's vast network of driver-partners across eight SEA countries. This data-driven approach ensures hyper-local customization, addressing the unique challenges of SEA's urban environments, such as narrow alleys, informal roads, and rapid infrastructure changes. The recent announcement of KartaCam2, an upgraded street-level imaging device, marks a significant technological advancement. KartaCam2 enhances data collection by providing higher quality images and more precise location data, which are crucial for maintaining the accuracy and freshness of maps. This breakthrough is part of Grab's broader 2025 AI push, including integrations with OpenAI 's GPT-4o for vision-based mapping and the establishment of an AI Centre of Excellence. These innovations position GrabMaps as a formidable competitor to Google Maps, especially in regions where localized data is paramount. 2. Revenue implications long term The expansion of GrabMaps into B2B services opens up new revenue streams, which could significantly impact Grab's financial performance over the long term. But GrabMap is a brandnew B2B product, and GoogleMap generates around $13-$20B globally. A. Market Opportunity in Southeast Asia ~The SEA market presents a substantial opportunity for GrabMaps. The foodservice market alone is projected to grow from $223.8 billion in 2025 to $416.3 billion by 2030, indicating a robust demand for services that enhance operational efficiencies. Businesses in logistics, e-commerce, and urban planning could benefit from GrabMaps' precise mapping and navigation capabilities, potentially generating revenue through licensing fees, subscription models, and advertising. ~Grab's existing user base of over 46 million monthly transacting users provides a strong foundation for cross-selling B2B solutions, thereby increasing revenue without significant additional marketing costs. B. Competitive Advantage of a Future $500B MC AI SuperApp over Google Map Google Maps, while dominant, may not be as finely tuned for SEA's unique challenges. GrabMaps' hyper-local data and AI-driven enhancements offer a competitive edge, attracting businesses that require accurate and cost-effective mapping solutions. Revenue from B2B services could include: Licensing Fees: Enterprises can license GrabMaps' APIs and SDKs to integrate mapping functionalities into their operations. Subscription Models: Continuous updates and premium features could be offered on a subscription basis. Advertising Revenue: GrabAds, which leverages mapping data, could generate additional income through targeted advertising. C. Global Expansion is Inevitable ~The partnership with Tino in Mongolia is a strategic move to scale GrabMaps internationally. This marks Grab's first major mapping partnership outside SEA, indicating potential for revenue growth in other regions where Google Maps' dominance is less entrenched or where local data needs are acute. ~The use of IoT devices like KartaCam2 and KartaDashCam for real-time data collection could further enhance GrabMaps' value proposition, potentially increasing revenue through premium service offerings in new markets. D. Synergies w/ other businesses Grab's ecosystem approach allows for synergies between GrabMaps and other services like GrabPay, GrabFood, and GrabTransport. For example, businesses using GrabMaps for logistics could also adopt GrabPay for transactions, creating a revenue multiplier effect. 3. Google Map Revenue in Asia ~Total Revenue in Asia-Pacific (2018): Google APAC, based in Singapore, reported $20.24 billion out of the total $21.37 billion revenue in the Asia-Pacific region. This indicates that a significant portion of Google's revenue in Asia is attributed to Singapore, likely due to its role as a hub for Google’s operations. ~Advertising Revenue: In 2018, Google APAC generated $15.8 billion from advertising alone, compared to $4.4 billion from other activities like Google Play. Advertising on Google properties, including Google Maps, is a major revenue driver. ~Market Share in Search Marketing: Google Maps holds a 62.34% market share in the search marketing category, competing with tools like Wix (26.54%) and Google Ads (4.14%). This dominance suggests that a considerable portion of Google’s advertising revenue in Asia is linked to mapping services. For the full fiscal year 2024, Alphabet (Google's parent company) generated $56.82 billion in revenue from the Asia-Pacific (APAC) region. This represented approximately 16.24% of the company's total revenue for the year. If we take a conservative estimate at 25% of $56.82B of Google's total advertising revenue in Asia is related to mapping services= $14.2B. => If GrabMaps secures even 50% of this market share in SEA, it could generate around $7B annually from this segment alone. GrabMap is 4x lower error rate, 10x lower latency, 75% fewer mapping mistakes, and much cheaper than GoogleMap. With OpenAI GPT-4o fine-tuning, GrabMaps hit 80% accuracy for speed limits and lanes13-20% above prior levels excelling in occlusions ( rainy monsoons) where Google relies more on satellite data. Now do you understand why Google and HSBC are clapping $GRAB on search and downgrade? Yes, because GrabMap is a massive threat and Grab Anthony Tan refused to buy $goto since 2020. Conclusion: Grab's expansion of GrabMaps into B2B services represents a strategic move to challenge Google Maps' dominance in Asia, particularly in SEA and future expansion. The revenue implications are substantial, with potential gains from licensing fees, subscription models, advertising, and international expansions. While Google Maps generates billions in revenue, primarily through advertising, GrabMaps' localized and AI-enhanced approach could carve out a significant niche, especially in regions where precise, real-time mapping data is critical. The success of this strategy will depend on Grab's ability to scale internationally, maintain technological superiority, and effectively monetize its B2B offerings. However, the opportunity is clear, and Grab's ecosystem approach positions it well to capitalize on the growing demand for advanced mapping solutions in a rapidly digitalizing world. This move not only enhances Grab's revenue potential but also solidifies its role as a key player in the global tech landscape. Not Financial Advice! Source: Grab Dot Com.

Mike

120,774 次观看 • 11 个月前

Can United States manufacture robots? Matic Robots says "yes." It makes the best floor cleaning robot, that has won many perfect scores from Wired to many others. We love ours. But my trip there to get a tour from AI pioneer Navneet Dalal Navneet Dalal provided some real insights into how hard it is for a hardware company to make hardware in the United States. And how deeply AI is changing consumer electronics products that are going to be in many more homes soon. In this first part (Part II coming tomorrow) we get a look at how long it took for this company to go through prototypes to a shipping product. In the second part, you'll see the scaling hell that it takes to even ship a few thousand robots and the kinds of problems that scaling up a factory brings. Matic is one of my favorite small Silicon Valley companies. It has found what we call "product market fit." I just came back from CES where I saw many of its competitors, and the Matic wins because of not just the product thinking of Mehul and Navneet Dalal but because of their AI leadership. In a way their robot took many lessons from Tesla, from where to put the batteries to its bet on computer vision, which Navneet has been a pioneer in for years, working quietly behind the scenes. It is about to move into a new location that will allow it to grow to meet the demand that now is showing up (the boxes in its lobby show that it's outgrowing its current facilities). In terms of AI, it has aspirations of making a humanoid too, but it is taking a far more measured approach to getting there. By starting on the floor it can not just build world models based on real world data (customers are given a choice whether to allow its data to be used that way. Most customers choose to keep their data on the robot only, for privacy reasons, but if you opt in you can help them improve their models). They are using that data to understand homes. Navneet told me they hit very unusual situations in people's homes already that they couldn't really predict in simulators, like full-wall mirrors that confuse computer vision systems, or pools and water features in people's homes. Having real customers brings a ton of customer feedback about how to further improve the robot, and, as Navneet demonstrates in the second video, forces them to build a manufacturing muscle memory. Getting teams to work together, figuring out how to solve supply chain problems, from Trump's tarriffs, to a new one that showed up over the past couple of weeks. A supplier for its bags (one of the cheaper parts that goes into the robot) changed the glue it used, which caused robots to fail quality tests and the manufacturing line to stop. Reminds me a lot of the hell Elon Musk faced in its Fremont factory when Tesla was first starting to manufacture its Model 3, which almost bankrupted the company. Off the record Mehul and Navneet 🇮🇳 showed me some of the prototypes and plans for its next products that will show up over the next few years. Certainly not as sexy as Tesla, Figure, 1x_tech, and all the Chinese manufacturers are showing off already, but far better thought out for the typical Western home and AI plays a huge role in its future. It is the product that speaks for itself. It's amazing, and is about to get better this year due to AI. It's the first real vision-only robot to be in my home and I bet it won't be the last from this company. Real honor that they invited me over with my Insta360 camera (another company launched in my home, just like Matic was last year). In Part II we go into the factory.

Robert Scoble

69,229 次观看 • 8 个月前

India is quietly preparing for the coming precious metals order in which LBMA/COMEX is less relevant for pricing. SEBI’s February 26, 2026 circular (HO/(68)2026-IMD-POD-2/I/5780/2026) may appear as a routine technical update ,but I see it as a strategic signal of how India is positioning itself in a changing global commodities landscape. Effective April 1, 2026, every mutual fund and ETF holding physical gold or silver must stop using the London LBMA AM fixing price + manual adjustments for duty, currency conversion, transport, taxes, and notional premiums/discounts. Instead, they must value physical holdings using the polled domestic spot prices published by recognized Indian stock exchanges primarily the MCX polled spot price (the exact same benchmark used for final settlement of physically delivered gold and silver derivatives contracts). Official reason: “to reflect domestic market conditions and ensure uniformity in valuation practices.” My deeper macro interpretation: India is quietly preparing for the coming precious metals order in which LBMA/COMEX is less relevant for pricing. We have already witnessed live previews of this decoupling. In October 2025 and again in January–February 2026, India’s MCX polled prices ran at massive premiums over LBMA far beyond the normal 15% import duty effect. The core driver was acute physical non-availability: depleting stocks at refiners, jewelers, and dealers amid explosive demand. London arbitrage simply could not deliver metal fast enough. The price of “metal you can actually take delivery of today in India” completely decoupled from international benchmarks. The Silver Market Has Become Exceptionally Tight — Here’s Exactly How Severe It Has Gotten (2025–2026) The silver market is now heading into its sixth consecutive year of structural supply deficit in 2026. According to the Silver Institute’s preliminary outlook (released February 2026, based on Metals Focus data): - Projected 2026 deficit: 67 million ounces. - 2025 deficit: even larger at ~95 million ounces (some estimates from J.P. Morgan and others put it between 117–230 million ounces depending on inventory draw calculations). - Cumulative 5-year deficit (2021–2025): over 800 million ounces roughly an entire year of global mine production. This is not a temporary imbalance. It is deeply structural, and the tightness is intensifying. Key drivers making the silver market so tight: 1. Exploding structural industrial demand (now ~55–60% of total silver use) Silver is irreplaceable due to its unmatched conductivity, thermal properties, and corrosion resistance. Demand is surging from: - Solar PV: Despite some thrifting (using less silver per panel), global installations keep rising aggressively. - Electric Vehicles (EVs) & charging infrastructure: An EV uses 67–79% more silver than a traditional ICE vehicle (25–50 grams per EV on average). EVs are forecast to overtake ICE vehicles as the main source of automotive silver demand by 2027. - AI, data centers & electronics: Massive growth in connectors, circuits, thermal management, and power systems. AI infrastructure alone is adding huge incremental demand. 2. Extremely slow supply response Total global supply in 2026 is forecast to rise only +1.5% to a decade-high of 1.05 billion ounces. Mine production grows just +1% to 820 million ounces. Why? Silver is overwhelmingly a **by-product** of copper, lead, and zinc mining — new supply does not ramp quickly even at higher prices. 3. China’s strategic export controls (the geopolitical kicker) China controls 60–70% of global refined silver supply. From January 1, 2026, it imposed a formal export licensing regime. Only 44 companies are approved to export silver for the 2026–2027 period (a massive reduction from previous market participants). Silver has effectively been reclassified as a strategic material (alongside tungsten and antimony) to protect domestic needs for green energy, EVs, electronics, and defense. Exports are expected to drop sharply, creating 2,000+ tonnes of annual shortage for Western buyers and adding permanent friction to global physical flows. Result: Above-ground inventories worldwide are under sustained pressure. COMEX, LBMA, and Shanghai stocks have repeatedly hit multi-year lows. Lease rates have climbed. Physical premiums have become volatile and extreme. India one of the world’s largest silver consumers, felt this pain acutely. Silver imports exploded in 2025 (up dramatically year-on-year, with some months showing 300–500% spikes), yet local stocks still depleted rapidly during festivals and hoarding periods, pushing MCX premiums to multi-year highs. Why This SEBI Move Is Strategic Preparation By mandating the MCX polled domestic price from April 1, 2026, SEBI is ensuring that Gold & Silver ETF NAVs (Nippon India Gold BeES, HDFC Gold ETF, SBI Gold ETF, ICICI Pru Silver ETF, etc.) automatically capture: - Real-time physical stock tightness in India - Immediate availability (or scarcity) of metal - Any future import/export frictions or strategic restrictions - True local replacement cost — even when global paper benchmarks diverge In a world where physical flows are becoming politicized and constrained, relying on LBMA/COMEX (driven heavily by paper trading and Western liquidity) risks significant mispricing for Indian investors. This is no longer just “better uniformity.” This is India quietly future-proofing its financial products for a more fragmented, physical-first precious metals regime — one where **domestic availability and policy risks** will increasingly dictate the price that actually matters. For investors: cleaner, more accurate NAVs + stronger protection against exactly the physical and geopolitical risks we are already seeing in silver. The official language is neutral. But the shift from London to MCX polled pricing is one of the most under-appreciated macro moves happening in commodities right now. LBMA and COMEX will still influence the global trend, but in the coming order, they may matter less and less for actual pricing in India.

Macro Liquidity by Sunil Reddy

17,297 次观看 • 7 个月前

"[Gilbert] was led to the presence of an entity, over six feet tall, with very few features except for light emission from various parts of its ‘body’" ~Vallée 💥 Explosive: Vallée Says His Friend Claims He Was Taken Inside a Mountain to Communicate With an Alien 👽 "This is serious." - "I trust him." "The tests he was asked to do tend to indicate that the higher-level controllers are indeed full Aliens but the pilots they use are primitive hybrids." (This is one of the most amazing things Vallée has ever written, and said. IF TRUE, and IF it can be proven, it will change the world. But, obviously, we first need to hear from "Gilbert," judge his credibility, and go from there. Will that ever happen? I wrote JV to see if I could get a few more details about his relationship with Gilbert but have yet to hear back from him at the time I'm posting this. I've communicated with him in the past, via email, and my last exchange with him from January of 2026 is included at the very end of this KLAP (Kind of Long-Ass Post 🙂). I believe he will be on Reality Check with Ross Coulthart this week.) "The phenomenon, "appears to be an extraterrestrial phenomenon empowered by advanced artificial intelligence." ~Vallée ~~~From the latest Bigelow Podcast~~~ George Knapp: "Jacques, you recently said something to that effect on stage at a public event where you said that there are experiments, communication, underway in labs in an unclassified setting. Can you elaborate on that at all? And have they worked?" Jacques Vallée: "Well, I mentioned that in the book. I don't think I should go beyond what's in the book because the people involved have a project to disclose and to publish what they know." (I included all of what JV wrote in the FS V7 book, down below. A peer-reviewed paper being published by Gilbert and his associates would be amazing. But I'd take a white paper and book, as long as Gilbert goes public. We need to hear from him and anybody else who claims they were in the presence of this being. And, of course, video would be nice.) Vallée: "I've seen what they have. You know, it's much more detailed about the interaction that they were able to achieve. And the man I spoke to, that I called Gilbert, was in the presence of that entity in a very structured laboratory-style environment. He was brought in because he had certain psychic abilities himself that they wanted to add as a layer to the communication because they had trouble with the communication. "Now, I wasn't there. I cannot vouch for that. You know, I cannot, you know, stand before Congress or in a SCIF, you know, and talk about that because that's not my information. But I thought that was relevant, you know, to the whole discussion." ~End Bigelow Podcast Transcript~ ~~~Everything Claimed About Gilbert~~~ From: Forbidden Science 7 - Final Report Hummingbird. Saturday 9 October 2021. (Day 581) Another surprise: A long-lost (but not forgotten) friend of mine I will call “Gilbert,” a discrete master remote viewer at the level of Uri Geller and Ingo Swann, has contacted me again, suggesting a meeting. He hinted at a fantastic experience of controlled personal exchange he performed, guided through official channels to a session with a supposed Alien. He needs help sorting out the results. This is serious. He’s sending me the explosive data. Mabillon. Thursday 28 September 2023. I have new information from Gilbert,* as I call my trusted correspondent, in his long-time work with research teams. I’ve read the new statements he’s sent me (under some restrictions, since he has plans to publish the full story) about past contact experiences and experiments. I’ve requested more of the open data to confirm and extend it. Assuming we can find such validation, we can forget about the incremental experiments of Kona Blue, the proposed Department of Homeland Security special access program designed to investigate and exploit potential "non-human biologics" and retrieved advanced aerospace technology. The new data on my desk fills five closely typed pages. They detail Gilbert’s trip to a US lab sheltered within rock and only accessible under that project. Knowing our prior association, I recall that the psychic and I crossed paths in Central America and other sites over the years. I trust him but I need to know much more. He’s agreed we need to find a way to meet again somewhere for a couple of days; there’s more to share with me, including maps and charts, and he’ll need advice. On my side, I will have to find a way to verify the data, including the location where the military guides exposed this long-term researcher to the presence of what they specifically told him was a live Alien entity. Was that fully veridical (truthful, accurate ~Joe) data? Hummingbird. Wednesday 18 December 2024. ...my latest exchange with discreet Gilbert, following up on our earlier conversations. He has now summarized his experiments with a captured entity into a well-organized table describing the interactions, and he’s agreed I could see it. For a few of the questions he’d been instructed to pose psychically, he did not get any clear answer. For others, he did receive an impression that he couldn’t decipher, but he noted it for the record, very much in the manner Ingo Swann had taught me at SRI decades ago. The bulk of the new data from Gilbert, in contrast, is highly relevant and urgent. The tests he was asked to do tend to indicate that the higher-level controllers are indeed full Aliens but the pilots they use are primitive hybrids, as we see in Trinity, Socorro, Valensole, and now in Varginha, now a total of nine similar entities in my database: child-size, breathing air, adapted to our special gravity. "They could be human-derived, to serve only on this planet. They are the same kind of creatures that biologist Erwin Chargaff of Columbia University was asked to look for when he went to Moscow for a conference. The CIA wanted him to find out discreetly if the Russians had developed a race of dwarves to pilot their spaceships, saving space and energy on the way to orbit and the moon. Dr. Chargaff carefully avoided the issue, not eager to end up in a Soviet prison. Currently, there doesn’t seem to be any hard test that will clearly discriminate between the two possible modes of control, psychic or physical. Personally, I don’t believe any more that the occupants serve as pilots, and neither does Gilbert. What he learned about the goals of the UFO intrusion may be the most insightful, if and when he can reveal it fully. Austin. Tuesday 11 March 2025. Has an Alien linguistic connection been known and validated for years by groups of military scientists? None of the confusion in Austin relates to Gilbert, and my talented friend’s focused experiments with an apparently living Alien whose language and thought system he studies. That side of the problem is untouched. Since our conversation last December, I have seen the long list of technical questions Gilbert and the attending group had posed to the entity, together with Gilbert’s personal report on psychic impressions he carefully presents as “indications only.” Most results are solid and consistent, although for some questions there was no answer at all from the entity, or only an ambiguous answer. He promised to send me more details which, he said, didn’t involve classified information. That surprised me, as the data about the origin and circumstances of the capture (when, where, who?) were indeed classified, and the exact location isn’t revealed. Anyway, it’s the nature of the communication that interests me, not so much its background. Hummingbird. Wednesday 12 March 2025. Today I also reviewed more details from Gilbert, following up about his experiences. He made it clear he was never part of the formal program of investigation with the ‘entity’ and didn’t know if other captured (or volunteer) beings existed, or where they were kept. He knew approximately where he was but couldn’t see outside the car that was driving him there. He was taken inside a small mountain to an underground room, well-lit and cared for by men and women in uniform with no designation of rank or unit. The room was a big lab. This was serious and well-run. No drugs or medical items were involved. The uniforms had no apparent military features that would identify the unit. He was led to the presence of an entity, over six feet tall, with very few features except for light emission from various parts of its ‘body’ so that Gilbert thought what he saw might be covered by a test article, a wired uniform or a safety container for the being rather than the body of an actual Alien. At least, that was the general impression I received from what he said. That impression changed when Gilbert engaged the entity with question-and-answer sequences, where he was left to interpret answers that came in the form of light combinations. The trials, whose results I have in detail, are remarkable. Some were flagged as inconsistent and some were left incomplete when the response was too complex, but many of the tests matched earlier results, and Gilbert got permission to enquire about psychic functioning, also with success. I am purposely vague about that phase of the session, which took several hours of sustained attention. It will be Gilbert’s prerogative to say more when he can speak on the record. All of Vallée's books are worth the purchase. Link in replies. Vallée, Jacques. Forbidden Science 7: Final Report: The Journals of Jacques Vallée 2020-2025 (pp. 539-540). (Function). Kindle Edition. ~~~My Last Email Interaction with JV in January of 2026~~~ Murgia: "Today, during the James Fox-hosted Varginha press conference, you said: The phenomenon, 'appears to be an extraterrestrial phenomenon empowered by advanced artificial intelligence.' "Is that a change in your opinion on the origin of the phenomenon? Because, over the years, you've talked about other realities and dimensions and leaned away from the ETH." Vallée: "I don't think those are mutually exclusive. We have started to use AI quite actively, and we have to expect other species would as well -- and better. "To me, the creatures seen at Trinity, Socorro and Valensole, and now revealed quite clearly at Varginha, could be artificial biological 'robots', designed to withstand our gravity, breathe our air and look 'human-like' enough to interact with us -- or simply to learn about us. "When I was discussing this with Bill Powers circa 1966, right after Socorro he half-joked that they could be 'noticing machines.' "That could mean that any secret project designed to learn about their biology, although extremely interesting, will teach us nothing about the origin of UFOs, whose real controllers are somewhere else and have evolved like us. I've come to believe there are two levels involved -- at least."

Joe Murgia

50,733 次观看 • 18 天前

Made $313 → $2,382,780 in 4 Days Using a Claude AI Bot on Polymarket. 26,738 trades. 98% win rate. Full blockchain proof. Every single trade verifiable on-chain. I've made the exact step-by-step guide to build this Claude Polymarket bot from scratch. You've been trading for 3 years. Still red. He gave Claude $313. Woke up rich. Free for 24 hours. To get this Setup guide: 1. Comment "Money" 2. Like and Retweet 3. Follow me Himanshu Kumar (so i can DM you) Full 2-hour video tutorial attached. Every single click and command explained. Beginner to running bot. Now let me break down exactly how this works. Save this post. This is the most important trading breakdown you'll ever read. ↓ Let's start with the number that should make you sick. $313. That's what this wallet started with. Not $50,000. Not $10,000. Not even $1,000. $313. Less than your monthly Netflix + Uber Eats + Spotify combined. 4 months later: $2,382,780.80. That's a 7,942x return. While you spent those same 4 months staring at charts, drawing trendlines, panic selling, revenge trading, and ending the month exactly where you started. Minus the $200 you lost on that "sure thing." Same 4 months. Same market. Same opportunities. He had a bot. You had feelings. Guess who won. Save this post right now. What I'm about to explain is the exact mechanism behind every dollar of that $2.38M. Follow Himanshu Kumar so you don't miss the rest. ↓ How Polymarket actually works and why bots print money on it. Polymarket is a prediction market. Will BTC be higher in 15 minutes? Yes or No. Will the Fed raise rates? Yes or No. You buy shares between $0 and $1. If you're right, your share settles at $1. If you're wrong, it settles at $0. Simple. Now here's where it gets interesting. Polymarket updates its prices SLOWER than the real market moves. When BTC drops 0.6% on Binance, Polymarket still shows old odds for about 2.7 seconds. 2.7 seconds. In those 2.7 seconds, the bot already knows the outcome. It's not predicting. It's not guessing. It's reading information that already exists and trading before Polymarket catches up. That's not trading. That's collecting free money with a 2.7 second head start. And you're over there using a 15-indicator TradingView setup trying to "predict" where BTC goes next. The bot doesn't predict anything. It just reads faster than you. That's the entire edge. Save this post because if you understand this one concept you understand how millionaires are being made on Polymarket right now. Follow Himanshu Kumar for more breakdowns like this. ↓ Let me walk you through one single trade. A new 15-minute BTC contract opens on Polymarket. Odds are 50/50. Fair price. 10 minutes in, BTC drops 0.6% on Binance. Hard, fast move. The real probability of BTC being lower at expiry is now about 78%. Polymarket still shows 54/46. The bot sees this instantly. Binance WebSocket feed. Under 50ms latency. The edge is 24 percentage points. On a binary contract, that's basically free money. Bot calculates position size using Kelly Criterion. Executes via Polymarket's API. Done. Within 2-3 seconds, other participants update the odds. 54/46 moves toward 78/22. Bot either exits for immediate profit or holds to resolution. Either way, the trade was entered with near-certainty of a positive outcome. Now repeat this 200-500 times per day. $313 → $2,382,780 in 4 months. Not magic. Not prediction. Not luck. Industrial-scale exploitation of a market inefficiency that still exists today. And you're still placing one manual trade per day and calling yourself a "trader." This is the mechanism behind every single dollar. Bookmark this post so you can study it again. Follow Himanshu Kumar because I'm breaking down each strategy separately. ↓ There are 4 strategies. Not all Claude bots do the same thing. Strategy 1: Latency Arbitrage. Win rate: 85-98%. What 0x8dxd used. Monitor Binance price feeds. When Polymarket odds lag behind reality by 3-5%, buy the correct side before the market corrects. No forecasting. No model. No sentiment analysis. Pure speed. You're not guessing. You're reading an outcome that has already happened. Strategy 2: Oracle Arbitrage. Win rate: 78-85%. Chainlink oracle price feeds occasionally diverge from Polymarket's implied prices. When they do, the settlement direction is known. Fewer opportunities. Higher certainty when they appear. Strategy 3: News-Driven Trading. Win rate: 60-75%. Claude ingests real-time news. Government filings. Central bank statements. On-chain data. Assesses probability impact before retail traders even finish reading the headline. Lower win rate because interpretation introduces uncertainty. But works on ANY market category, not just crypto. Strategy 4: Market Making. Return: 2-5% per month. Place buy and sell orders on both sides. Capture the spread. No prediction required. Most consistent. Hardest to blow up. Compounds aggressively over time. You didn't even know there were 4 strategies. You thought "trading bot" meant one thing. That's how far behind you are. 4 strategies. 4 different risk profiles. 4 ways to make money while you sleep. Save this post. Follow Himanshu Kumar for the deep dive into each one. ↓ The timeline that should haunt you. December 2025: Bot launches with $313. Nobody notices. January 6, 2026: Wallet hits ~$438,000. 140x in 30 days. 6,615 predictions. 98% win rate. Finbold reports it. Crypto Twitter explodes. March 10, 2026: Head-to-head test. Claude bot: $1,000 → $14,216 in 48 hours. +1,322%. OpenClaw bot: fully liquidated. Same market. Same timeframe. Claude won because of better risk management. OpenClaw died because it overleveraged. March 16, 2026: Someone trains a swarm model on 3 years of NBA data. Result: +$1.49M on Polymarket. April 2026: 0x8dxd final verified balance: $2,382,780.80. 26,738 trades. 4 months. This all happened while you were "waiting for the right time to start." The right time was December 2025. The second best time is right now. But you'll probably wait until it's too late. That's what you always do. Every date on this timeline is a day you could have started but didn't. Save this post. Follow Himanshu Kumar so you at least start today. ↓ Why Claude and not ChatGPT? This isn't opinion. It's data. March 2026 head-to-head: Claude bot: +1,322%. OpenClaw (GPT-based): liquidated. Same prompt. Same market. Same conditions. Researchers found Claude's code included: > More defensive edge cases > More conservative default parameters > Better error handling > More legible code for debugging > Proper Kelly Criterion position sizing > Hard drawdown kill switches ChatGPT's code overleveraged into a losing sequence and couldn't recover. Claude's code sized positions conservatively, stopped trading when drawdown thresholds hit, and survived to compound another day. The difference between +1,322% and liquidation wasn't the strategy. It was the risk management. And Claude writes better risk management than ChatGPT. That's not a debate. That's a $15,216 difference in 48 hours. But sure, keep using ChatGPT because "everyone uses it." Everyone's broke too. Coincidence? Stop using the popular tool. Start using the profitable one. Save this post. Follow Himanshu Kumar for more Claude vs ChatGPT comparisons with real data. ↓ Why humans lose to bots. Every single time. Same strategy. Same market. Same period. Bots: ~$206,000 profit. Humans: ~$100,000 profit. 2x gap. Same strategy. Here's why: 1. Late entries. By the time you identify the lag, verify your reasoning, and click buy, the 2.7 second window is gone. The bot executes in under 100ms. You execute in 30 seconds. The opportunity doesn't exist for 30 seconds. 2. Emotional sizing. You oversize when "confident." Undersize when scared. Exact opposite of Kelly math. The bot sizes based on edge. Every time. No feelings. 3. Fatigue. You make worse decisions at hour 6 than at hour 1. The bot makes the same decision at hour 72 that it made at hour 1. 4. Drawdown psychology. After 3 losses you either panic quit or double down trying to recover. Both destroy capital. The bot has a kill switch. It stops. It doesn't feel anything. You're not competing with other humans anymore. You're competing with machines that don't sleep, don't feel, don't flinch. And you're losing. The data doesn't lie. Humans lose to bots 2x on the same strategy. Save this post. Follow Himanshu Kumar for the complete bot setup that removes you from the equation. ↓ What can go wrong. Because I'm not going to lie to you. Most people who build this bot will NOT 7,942x their money. Some will lose their initial capital. Here's what can kill you: Edge compression. The arbitrage window was 12 seconds in 2024. It's 2.7 seconds now. It's shrinking. At some point it hits zero for retail operators. This is a time-limited opportunity. Not a permanent income stream. Rule changes. Polymarket can change contract mechanics, settlement rules, or API terms overnight. What worked yesterday can lose money tomorrow. Risk management bugs. A 98% win rate strategy with broken position sizing will blow up your account on the one losing trade. The March 2026 experiment proved this. Claude survived. OpenClaw got liquidated. Same strategy. Different risk management. That's why the 2-hour video tutorial walks through every single risk parameter. Because the strategy doesn't kill you. Bad risk management kills you. This is the section most "gurus" delete. I'm keeping it because I'd rather you make money safely than blow up and blame me. Save this post. Follow Himanshu Kumar for honest breakdowns, not hype. ↓ The step-by-step to build your own. Step 1: Set up a Polymarket wallet. Fund with USDC via Polygon network. Start with $100-$300 for testing. Step 2: Generate API credentials. CLOB API key from docs.polymarket .com. Store private key in environment variable. Never hardcode it. Never share it. Step 3: Prompt Claude to build the bot. Use Claude Code for best results. It reads your filesystem, executes code, and iterates on errors autonomously. Step 4: Paper trade for at least one week. Minimum 200 completed trades. Win rate must be above 70% before going live. This step is NOT optional. Step 5: Configure risk management. Max single position: 8% of portfolio. Daily loss limit: -20% with auto halt. Kill switch at -40% drawdown. Telegram alerts on every threshold. Step 6: Go live small. $1-5 per trade. Watch every trade for first week. Compare to paper results. Scale only on evidence. Skip steps 4 and 5 and you will lose your money. That's not a warning. That's a guarantee. This is your complete build guide. Save this post. Follow Himanshu Kumar because I'll be posting the exact Claude prompts for each strategy. ↓ The edge exists right now. Not next month. Not "when you're ready." Right now. The arbitrage window is 2.7 seconds. It was 12 seconds in 2024. It's shrinking every week. Every day you wait, more bots enter the space. The window gets smaller. Your potential returns get smaller. The bots already running have a compounding advantage. They're making money today that they'll use to make more money tomorrow. You're reading about it and telling yourself "I'll look into this next weekend." That's what you said last weekend. And the weekend before that. The best time to start was 6 months ago. The second best time is today. But you already know you're going to bookmark this and never open it again. Prove me wrong. ↓ Full 2-hour video tutorial attached. Every single click. Every command. Every parameter. From zero to running bot. Beginner friendly. Nothing skipped. A similar bot has already earned $2,382,780. Full blockchain proof in the article below. The video is free. The tools are free. The edge still exists. The only thing that costs money is another month of doing nothing while bots eat every opportunity you're too slow to catch. Follow Himanshu Kumar for the complete series covering every automated income stream using Claude. Prediction markets are just the beginning. Save this post. Bookmark it. Screenshot it. Whatever you need to do so you actually watch the video and build the bot instead of just reading about people who did. You Must Follow me Himanshu Kumar, so i can send you DM.

Himanshu Kumar

54,045 次观看 • 6 个月前