⭐️STAAR data shows significant growth worth celebrating; district earns... B rating. Read more below:show more

Video shows Palestinians in West Bank celebrating Hamas infiltration.... Read more:show more

Viction DA Network mainnet is LIVE! This development is... powered by @glitchdlabs, marking a significant milestone in our journey to deliver robust, scalable, and secure data management solutions for the Viction ecosystem. Read more about Viction DA:show more

A sustainable #fashion future is possible! 👗👖👠 Communication is... the key. Our new playbook for #sustainablefashion communication, co-authored with @unep, shows how consumer hearts and minds can drive a shift towards a more sustainable industry. Read more below: 👇show more

Impress your frens with your Fableborne knowledge 🧠 The... latest release of the Lizard Lookout Report is now live! Get educated with insights about the game, the team, their NFTs (with onchain data), metrics from playtests so far and more. Read it below 👇show more

Some DC city leaders are upset after Politico reported... that the US DOT wants to ban speed, red light, and other traffic enforcement cameras in the District. City data shows this speed camera on New York Ave. near North Capitol St. has given out more than 10,000 tickets since Oct.show more

THE MARKET DOESN'T MOVE TO YOUR TARGET IT MOVES... TO WHERE THE LIQUIDITY IS Right now the liquidity map shows: - Massive cluster of liquidations at $52K - Stop losses stacked below $58K - Zero significant buy liquidity between here and $52K This is not bearish sentiment This is math The price will go where it needs to feed Follow me - I read liquidity before the move, not aftershow more

This is pretty wild.. but, read the end... User... on X shows a plane with a “VANCE2” callsign, appearing to be drawing Charlie Kirk. Other users have confirmed. See video. However, I just read up on this and found out there is a well-documented ADS-B community who use spoofing pranks that is easy to do if you know what you’re doing. Basically, Spoofers are feeding fake data directly to ADS-B Exchange's servers (no real transponder needed—just internet submission of bogus positions/altitudes/callsigns). Very clever.. very very clever. I wouldn’t read too much into it though. Kyla found it. Paul Fleuret video credshow more

We’re livestreaming Black Friday / Cyber Monday data all... weekend from Stripe City, an interactive physical model celebrating the booming sector of the internet economy that runs on Stripe. We’re opening up data that’s normally only visible internally like total payment volume, cross-border transactions, agentic activity, and more. When I checked at 9:36 am PT, we had already surpassed last year’s total payment volume for Black Friday. Visit the city, and be sure to stop by the AI district while you’re there:show more

ImmunityBio reported that median overall survival has not yet... been reached in patients with recurrent or progressive glioblastoma treated with a chemo-free ANKTIVA® + CAR-NK-based regimen. As recent American Cancer Society data shows that brain cancer is now the third leading cause of cancer-related death among adults ages 20–49, these findings underscore the urgency of continued innovation in this disease. Read more:show more

IoTeX was selected by Messari as a core case... study in its new AI report, cited alongside World, Coinbase 🛡️, Openτensor Foundaτion and others. Messari’s research underscores a bigger shift: real-world AI needs verified data, and IoTeX is the first full stack infrastructure that can supply it. Live device data becomes verifiable insight, ready for real-world agentic deployment. Quicksilver is already proving this in production with DIMO, Nubila Network and more, powering agentic applications built on IoTeX-verified real-world intelligence. Read the full analysis in the report below.show more

Today, we are announcing that we've raised $20 million... from Union Square Ventures, Lightspeed, Y Combinator, Jeff Dean, Patrick Collison, John Collison, and others. We built an AI agent that connects to every tool you use at work, automates workflows across all of them, runs code when it needs to, and generates custom UIs on the fly that work with your actual systems and data. We hit $5M ARR and have had 1,200% growth this year. Read more atshow more

Driven by a UK Government push to open up... transport data and boost public transport use nationwide, Google Maps has officially integrated live public transport tracking. By mandating that operators share their live GPS data, tech apps can now let you literally watch your specific bus moving along the map in real-time. As seen in the screenshot above, you can tap on your route (like the 207 towards White City) and see exactly where the bus is on the road, how many minutes away it is, and when the data was last updated. No more relying on broken countdown boards. No more running for a “ghost bus” that never actually shows up. No more standing in the rain guessing if you have time to grab a coffee. Have you noticed this government-backed feature on your phone yet? And more importantly... which West London bus route is the most unreliable and needs this the most? Let us know below #UB1UB2 #London #Southall #Hayes #Ealingshow more

The American Education System is failing Business owner shows... he gets job applications where graduates can’t even spell basic words “We are in an illiteracy epidemic — Freshly graduated kids out into the adult world and they can't spell. What are we doing?” There is real data showing America’s education system is horrible Nation’s Report Card trends show - Reading scores have declined for years - In 2024, 4th and 8th graders dropped further (2 points each vs. 2022; 5 points below 2019) - 12th graders hit record lows in reading - About 40% of 4th graders and one-third of 8th graders score below basic - Only 30% are proficient in reading 21% of US adults are illiterate 54% of adults read below 6th-grade level Average adult literacy scores dropped significantly from 2017–2023 Despite record spendingshow more

🚨 THE BIGGEST BOTTLENECK IN AI ISN'T COMPUTING POWER... ANYMORE IT'S MOVING DATA. Instead of laying new cables, Chinese researchers have upgraded existing fiber infrastructure by doing two things at once: Using three wavelength bands (C + L + S) instead of the usual two. Using four cores inside each fiber instead of one. Each core acts like an independent highway, and each band acts like an extra lane on that highway. Together, they’ve reportedly increased transmission capacity per core by nearly 50% and overall data throughput by up to 5×. This matters enormously for AI. Modern AI clusters move terabits of data per second between thousands of GPUs. The biggest bottleneck is often not the chips themselves, but moving data fast enough between them. If you can push 5× more data through the same physical cables, you can train bigger models faster and reduce network congestion. Why this is significant: • It shows multi-core + extended spectrum technology moving from labs into real-world commercial use • The system has already run over 35 km of existing telecom network • It could be especially useful for submarine cables and large-scale data center interconnects • China is also eyeing it for its “Eastern Data, Western Computing” project The deeper implication: We’re reaching the physical limits of how much data we can push through single-core fibers using traditional methods. By combining spatial multiplexing (multiple cores) with spectral multiplexing (more wavelength bands), engineers are finding new ways to keep scaling bandwidth without having to dig up the planet to lay new cables. This kind of breakthrough is quiet but foundational it’s the kind of infrastructure upgrade that will determine how fast AI and cloud computing can actually grow in the coming years. The future of data movement might not require more cables. It might just require smarter ones. How important do you think multi-core and multi-band fiber will be for keeping up with AI’s exploding data demands? Follow for more frontier networking, photonics, and infrastructure technology.show more

🔥 Pi Community CELEBRATES PI DAY – CONNECTING THE... FUTURE! 🔥 🎉 March 14th marks Pi Day, a global celebration of Pi Network’s growth and limitless potential! 🌎💜 More than just 3.14, it’s a day to honor our journey and the thriving Pi ecosystem. 💡 Pi Community is proud to stand with our pioneering community, building a decentralized, resilient future together. 🚀 ✨ Let’s spread the Pi Day spirit and fuel the vision of an unstoppable Pi ecosystem! 💬 How are you celebrating Pi Day? Share below! ⬇️ #picommunity #PiDay #PiNetwork #Crypto #Blockchain #Web3 #PiCommunity #Decentralization #FutureOfFinance #PiEcosystem #PiDay2025 #HappyPioneerDay #HappyPiDayshow more

I’m so excited to share that Cribl has closed... an oversubscribed $319M Series E round at a new $3.5B valuation, up 40% from our Series D just two years ago. The round was led by GV in one of their largest ever investments, with participation from GIC, CapitalG , IVP , and CRV . But that’s not all. GV partner and former GitLab CRO Michael McBride (Michael McBride) is joining our board of directors. This is an incredible milestone for us and it goes to show that solving real problems for real users works really well! Since day 1, Cribl was built to help you unlock the value of all your IT and security data. We’re taking a different approach to data management, with vendor-agnostic products that resolve the tension between data growth (28% CAGR and growing!) and budget growth while giving you choice, control, and flexibility. We’re here for the critically important but often underserved IT and security practitioners who keep businesses running. And we’ll continue to innovate to meet your needs. Thank you to our customers, partners, investors, and all of the amazing goats who have supported and trusted us during this journey. Here’s to more incredible moments as we continue to succeed together! Read more about the announcement in my blog post: ​​show more

> 8 GPUs in one server rig > dude... went homeless to build it > electrical bill costs more than rent now > while everyone else pays $400/month to openai > a 2 GPU desktop kills the api bill forever > rtx 4080 super + rtx 5060 ti = 32gb vram > runs qwen 3.6 with 100k context locally > no rate limits, no api keys, no data leaving the room > agents loop 400 times for free > claude opus still wins on hard reasoning > but local handles 90% of daily work > $1,200 setup pays itself off in 4 months > bookmark this and read the article belowshow more

The best Polymarket Quant bot for copy-trading with a... 99.3% win rate. backtested strategy on 72M Polymarket/Kalshi trades to hit +$805K PnL on 27,000 predictions. bot doesn't gamble - it uses math and statistics in its algo to consistently hit 99% win rate. his algo decoded: 1. Mispricing formula based on 72M trades data, traders constantly overpay for cheap contracts (0.1¢–50¢) most of the edge sits in (80¢-99¢) contracts - that's the range where the bot mostly trades • formula: δ = actual win rate - implied probability bot applies this to every trade to find the edge. // 2. Expected value calculation EV tells you whether a bet is worth taking, regardless of the outcome of any single trade. • formula: EV = (P win × Payout) - (P lose × Cost) bot calculates it to understand if the trade is worth the risk. // 3. Kelly Criterion sizing most powerful position sizing formula ever discovered for gambling, trading and prediction markets it tells the algo what % of your portfolio to size into each bet to win long term. • formula: f* = (p * b - q) / b mispricing found → EV calced → kelly sizing → enter profile: start copy trading the bot with as little as $10 using Ares: 2 more formulas behind its algo revealed in the article below ↓show more

OptimAI Lite Node v1.1: Built for Scale, Designed for... You! 💕 In just 2 weeks since the launch, the OptimAI Network has seen explosive growth—130,000+ active node participants powering the future of decentralized AI. With this incredible momentum came a new challenge: ensuring our network could scale seamlessly to support massive concurrent connections and real-time participation. That’s why we’ve rolled out OptimAI Lite Node v1.1—a major upgrade focused on: + Stabilizing infrastructure to handle high traffic from a global community. + Enhancing performance for smoother data mining, validation, and edge compute participation. + Refining user experience with UI updates that make contributing effortless. Every line of code and infrastructure upgrade was made with one goal in mind: to support YOU—the builders, validators, and visionaries of the OptimAI ecosystem. Now’s the time to bring more friends into the journey. 🔥 The more we grow, the smarter and stronger the network becomes—and the greater the rewards. Let’s keep building, validating, scaling. Together we’re not just powering AI—we’re reshaping how it’s built. Join or revisit the node here: 🌐 Chrome Extension: 📱Telegram Mini-App: What’s Coming Next: OptimAI Edge Node & the Rise of Agentic AI 🔸OptimAI Edge Node (Mobile) We’re working hard on the next major release: the Edge Node for mobile, which will allow mining and AI tasks to run in the background—unlocking more earning opportunities and decentralized compute power from your smartphones. 🔸More Task Types & Missions Expect new types of contributions, from AI-enhanced data validation to edge inference and scraping automation—powered by autonomous mining agents. 🔸Expanded Rewards Program As we grow, more reward tiers, bonuses, and campaigns will be introduced. Your participation now paves the way for long-term benefits. Also, do not forget to checkout our article below and learn more about our latest Community Tips & Best Practices!👇 __________________ OptimAI Network #L2 #DePIN Reinforcement Data Network for #Agentic #AI Mine Data. Fuel AI. Earn Rewards. Turn Your Data into Tomorrow’s AI #Agent. Visit our website at:show more