🔥 Already excited about Theseus? It gets better. 🔥... Dive deeper into what makes Theseus the ultimate choice for petabyte-scale data challenges with our bar-raising benchmarking report. See the proof of unparalleled performance & efficiency. 🚀 📊 Full report here:show more

10 years of "it can't be done..." 7 NVIDIA... GPU architectures... 5 years of RAPIDS AI... 3 years of Voltron Data... finally a petabyte-scale GPU-native engine that DOESN'T require you to change your data pipelines. Same code, same data formats, just modular, interoperable, composable, extensible... and of course ACCELERATED! Theseus is the Scalable Performant And Compute Efficient engine🔥🔥🔥 Check out our benchmarks and new webpage... and reach out if you're struggling with queries above 30TBs.show more

🔥 MASS REPORT - First Hardcore Friday in February🔥... 10 minutes to our date with NineShit Youtube Channel [21:00 BKK] Hey, honestly I have nothing in my head today, what to write. A lot of info spilled out, different reactions, different feelings... but for our action, forget about it, and anyone who spreads rumors should be kicked in the butt... Everyone can feel what they feel, everyone has the right to support whoever they want, but please don’t keep spreading hate. I understand the feelings, but let’s try to endure this somehow because we have our own fight. Do you have a moment to jump into our task, and after that Friday is already yours 🔥join our activities.🔥 💥 MASS REPORT 💥 Report drop here: new templates below NINESTAR RAN DOWN #StandAgainstNinestar #BoycottNineStarSeries #CancelNineStarSeries #NineStarStudiosshow more

🌍 The brand-new CV VC African Blockchain Report is... now live! The report, co-published by Absa Corporate and Investment Banking, depicts a clear message: Africa’s blockchain future is already here. Download the full report now: Our annual African Blockchain Report offers a data-rich view into the continent’s rise as a global blockchain frontier. Globally, blockchain made up just 3.2% of VC funding in 2024. In Africa? 7.4%. More than double. That’s not a coincidence. Some key takeaways from the report include: 🔹 Blockchain accounted for 12.7% of all African VC deals and 7.4% of funding, a growing share despite tighter capital markets 🔹 Africa’s share of global blockchain deals rose to 2.3%, even as global venture funding became more selective 🔹 Seed rounds dominated, attracting 34% of blockchain-focused funding, a clear signal of investor faith in early-stage innovation 🔹 Centralized Blockchain Financial Services led by funding share (41%), followed by DeFi (30%), and Data Verification (20%) 🔹 Nigeria led by deal count, while Seychelles ventures secured the highest funding shares at 31.7% 🔹 Median deal size for blockchain ($2.8M) was nearly double the all-sector African median Despite tighter capital conditions driven by both global and local challenges, funding still moved. African blockchain startups focused on practical applications, sharpening their impact across finance, infrastructure, and regulatory-compliant data solutions. Discover more about the African funding landscape and Web3 ecosystem in our report:show more

🔥 MASS REPORT - Saturday🔥 17 minutes to our... date with 9star Youtube Channel [21:00 BKK] I hope you’re all hanging in there. It’s Saturday, our day, the next manipulations by Siripun detected. As I wrote in my previous post, we’re focusing on views-there’s no option for this snake to get anything for free, only through hard work and she giving none, Please don’t engage with that post about live, or about GFD. Don’t drive engagement where it’s lacking, and we don’t want to spread something that tarnishes other people’s image. so as always you know what to do 🔥I invite you to join our activities.🔥 💥 MASS REPORT 💥 Report drop here: new templates below NINESTAR MANIPULATES TRUTH #StandAgainstNinestar #BoycottNineStarSeries #FayeYoko #ฝ้ายโยโกะshow more

We are excited to introduce GNEX 🚀 What's GNEX?... GNEX is designed to provide a user-friendly and secure trading experience, making it easy for everyone to dive into the world of cryptocurrencies. 📊 Follow Us for Updates! While we’re working on bringing you a comprehensive and powerful platform, we’ve launched our social media pages to keep you in the loop with the latest news, updates, and exclusive insights. Stay connected with us for all the exciting developments coming your way! 🔗 🔗 🔗 Be part of our journey as we build something amazing together! #GNEX #GEcosystemshow more

Dexter vs. Claude Code I ran tests overnight and... Dexter came out ahead on complex financial tasks that required deep research. Dexter won on: • speed (by 92%) • cost (by 26%) • correctness (by 31%) I use Claude Code often, so this was fun to see. A key challenge for CC is that it relies on web search for financial data. Most of what it finds comes from news sites, blogs, and other secondary sources. Dexter uses primary source data from Financial Datasets, so the performance gap makes sense. Plenty of room to improve on Dexter. The gap will only grow from here. Evals from vals. Report coming next.show more

It's here. The #1 question we get is "How... does Lumen actually value code?" Now you can see for yourself. I've just shipped an interactive demo of our AI Quality Engine. - Select a sample project. - Watch our AI analyze its quality, complexity, and architecture. - Get the full, transparent valuation report. We're making our most advanced tech simple to understand & this is what transparency looks like. Try it now onshow more

CLAUDE + MCP just automated 100% of my Facebook... Ads reporting. This MCP integration turns Claude into your personal Facebook Ads analyst. Ask questions in plain English. Get full performance reports with charts in seconds. Perfect for agencies & e-comm operators who are tired of wrestling with Ads Manager. Here's the problem: You need a quick performance snapshot for a client call. So you're digging through Ads Manager, pulling metrics into spreadsheets, building charts manually, formatting everything into something presentable. 30 minutes later, you've got one report. Claude + MCP does it differently: → Connects directly to your Facebook Ads account → Pulls all performance data automatically → Calculates ROAS, CPA, conversion rates on demand → Generates charts and visualizations in real-time → Builds complete client-ready reports from scratch No Ads Manager tabs. No spreadsheet wrangling. No formatting headaches. What you can ask Claude: - "How did my campaigns perform last week?" - "Which ad sets have the best ROAS?" - "Build me a client report for October" - "What's killing my conversion rate?" One prompt. Full report. Done. Built with Claude MCP. Want the complete MCP setup? > Comment "CLAUDE" > Like this post And I'll send it over (must be following so I can DM) @techwithashiqurshow more

CLAUDE + MCP just automated 100% of my Facebook... Ads reporting. This MCP integration turns Claude into your personal Facebook Ads analyst. Ask questions in plain English. Get full performance reports with charts in seconds. Perfect for agencies & e-comm operators who are tired of wrestling with Ads Manager. Here's the problem: You need a quick performance snapshot for a client call. So you're digging through Ads Manager, pulling metrics into spreadsheets, building charts manually, formatting everything into something presentable. 30 minutes later, you've got one report. Claude + MCP does it differently: → Connects directly to your Facebook Ads account → Pulls all performance data automatically → Calculates ROAS, CPA, conversion rates on demand → Generates charts and visualizations in real-time → Builds complete client-ready reports from scratch No Ads Manager tabs. No spreadsheet wrangling. No formatting headaches. What you can ask Claude: - "How did my campaigns perform last week?" - "Which ad sets have the best ROAS?" - "Build me a client report for October" - "What's killing my conversion rate?" One prompt. Full report. Done. Built with Claude MCP. Want the complete MCP setup? > Comment "CLAUDE" > Like this post And I'll send it over (must be following so I can DM)show more

🛡️ UNICH AUDIT VERIFIED! We're pleased to announce that... our smart contract has been successfully audited by softstack ⧉ – one of the most reputable blockchain security firms. ✅ ZERO critical issues detected 🔒 Security issues addressed 💪 Reinforced security framework 🔗 Check the full audit report here: This is another milestone in fulfilling our commitment to the highest security standards, ensuring maximum protection for user assets and data. Keep moving forward together, Freedom Fam!🔥 #SoftStack #Auditshow more

🚀 Introducing $DUST, the new name for token! Here's... why we made the change: Over the past year, one of the most common questions we’ve received is, “Why doesn’t have its own token?” and “Why is the token called $SCALE?” Initially, we planned to name our exchange "Scaleton," but eventually, "DeDust" became the name that better reflected our vision. Despite its success, the $SCALE name led to confusion. To strengthen the token’s branding and make it more recognizable, we’ve decided to rebrand $SCALE to $DUST—creating a stronger link between our token and For current holders: no action is required. The contract and on-chain data stay the same—it’s purely a name change. We'll also be working with analytics platforms to update how the token is displayed. Plus, we’ll highlight $DUST more prominently on our homepage to boost its visibility. The full rebranding process will take some time, but we’re thrilled about it. Let us know what you think and help us spread the word about $DUST!show more

We’re excited to introduce ShinkaEvolve: An open-source framework that... evolves programs for scientific discovery with unprecedented sample-efficiency. Blog: Code: Like AlphaEvolve and its variants, our framework leverages LLMs to find state-of-the-art solutions to complex problems, but using orders of magnitude fewer resources! Many evolutionary AI systems are powerful but act like brute-force engines, burning thousands of samples to find good solutions. This makes discovery slow and expensive. We took inspiration from the efficiency of nature. ‘Shinka’ (進化) is Japanese for evolution, and we designed our system to be just as resourceful. On the classic circle packing optimization problem, ShinkaEvolve discovered a new state-of-the-art solution using only 150 samples. This is a big leap in efficiency compared to previous methods that required thousands of evaluations. We applied ShinkaEvolve to a diverse set of hard problems with real-world applications: 1/ AIME Math Reasoning: It evolved sophisticated agentic scaffolds that significantly outperform strong baselines, discovering an entire Pareto frontier of solutions trading performance for efficiency. 2/ Competitive Programming: On ALE-Bench (a benchmark for NP-Hard optimization problems), ShinkaEvolve took the best existing agent's solutions and improved them, turning a 5th place solution on one task into a 2nd place leaderboard rank in a competitive programming competition. 3/ LLM Training: We even turned ShinkaEvolve inward to improve LLMs themselves. It tackled the open challenge of designing load balancing losses for Mixture-of-Experts (MoE) models. It discovered a novel loss function that leads to better expert specialization and consistently improves model performance and perplexity. ShinkaEvolve achieves its remarkable sample-efficiency through three key innovations that work together: (1) an adaptive parent sampling strategy to balance exploration and exploitation, (2) novelty-based rejection filtering to avoid redundant work, and (3) a bandit-based LLM ensemble that dynamically picks the best model for the job. By making ShinkaEvolve open-source and highly sample-efficient, our goal is to democratize access to advanced, open-ended discovery tools. Our vision for ShinkaEvolve is to be an easy-to-use companion tool to help scientists and engineers with their daily work. We believe that building more efficient, nature-inspired systems is key to unlocking the future of AI-driven scientific research. We are excited to see what the community builds with it! Learn more in our technical report:show more

Claude + Facebook Ads MCP is absolutely WILD 🤯... This AI system turns Claude into your personal ads analyst using MCP integration. And generates full client reports in seconds. Perfect for agencies & ecomm operators who hate wrestling with Ads Manager. But instead of manually pulling data, building charts, and formatting reports... Just give Claude one natural language prompt and get a complete visual storytelling report with insights. Each report includes account performance, campaign breakdowns, demographics, and actionable recommendations. All with a single prompt. Here's what it does: → Connects directly to your Facebook Ads account → Pulls all performance data automatically → Calculates ROAS, CPA, conversion rates on demand → Creates interactive charts and visualizations → Generates beautiful reports → Builds everything from scratch in real-time Built with Claude MCP. Zero manual work. Want the complete MCP setup? Comment "MCP" + like and I'll send it over (must be following so I can DM)show more

It’s hard to put into words what it means... to watch your son live out his dream & even harder to describe what it feels like knowing he gets to do it wearing the green of the Boston Celtics. For our family, this is more than basketball. It’s a privilege. What makes this organization special isn’t just banners, history, or championships. It’s the standard. From the outside looking in, you see talent. But up close, you see something deeper, a group of men brought together based on character 1st, talent 2nd. People who represent the game and the city the right way. The culture is real. The accountability is real. The commitment to excellence shows up in the smallest daily details. From the coaching staff to the front office to ownership, this is an organization that bleeds excellence. Standards aren’t talked about, they’re lived. Grateful, proud, & deeply appreciative of what it means to be part of Celtics basketball. 🍀show more

"Yooo #Cardano farm! We got a big move on... the #DeFi front! 🚀 I have been dropping knowledge bombs about Cardano's potential, and now it's time for Pulse ! 🔥The Future of Yield Trading on #Cardano Cardano's about to get a serious liquidity boost with #PULSE! 🚀 Presale Nov 18, 2025 - mark it! 📆 Get ready to dive into yield trading like never before! 🤩 🤿What to expect on this thread; 🎯What's PULSE❓ Yield trading protocol on Cardano 🚀 🎯 PULSE UTILITY - Trade yield, fixed returns, interest rate speculation 📈 🎯 Mainnet Launch - Soon! 🕰 🎯 Token sales - Presale Nov 18, 2025 💸 🎯 Team - Stay tuned for the reveal! 👀 🎯 Partners - Building something big 🤝 🫵 Join the Conversation!- Share your thoughts and opinions in the comments below 🚀Smash that like button if you're excited about #Cardano #DeFi #PULSE 🩵Retweet to spread the word, and let's make #Cardano #DeFi Pulse great together! 🤝 Let's dive in and explore the world of #PULSEshow more

At Uber, our testing agent hit an outage in... Australia that I still think about. We had the recording. That's about it. No network trace for the run. No logs mapped to each step. No perf data. Just a video of an agent pressing a button and a team trying to reconstruct what happened underneath. We eventually traced it to a transient issue. But "eventually" is the problem. If the run had shipped with real instrumentation, the why would have taken one look, not an investigation. So when we built Revyl, that was non-negotiable. Every run comes with: > network waterfall, every request and response > device logs timestamped against each step > CPU, memory, and FPS traces for the full run The agent finds the problem. The report explains it.show more

I just built a Claude Cowork skill that turns... your Google Ads data into a visual performance dashboard in 60 seconds 🤯 One prompt → campaign breakdowns, CPA trends, spend vs conversions charts, and hourly conversion patterns, all rendered as an interactive HTML dashboard you open in Chrome. All inside Claude Cowork. Perfect for DTC brands and agencies who are pulling Google Ads data into spreadsheets every week, manually building charts, and spending an hour formatting a report that's outdated by the time you send it. If you're managing Google Ads and your weekly reporting workflow looks like this — export a CSV, open Google Sheets, build a pivot table, copy the numbers into a slide deck, manually create charts, format everything, realize you forgot a campaign, start over ... This skill does the whole thing in one prompt: → Connects to your live Google Ads data via MCP → Pulls spend, conversions, CPA, ROAS, CTR across every campaign → Builds an interactive HTML dashboard → Summary cards at the top: total spend, total conversions, avg CPA, avg ROAS → Bar chart comparing spend vs conversions by campaign → CPA trend line over the last 30 days → Campaign table ranked by performance, color-coded green/yellow/red → Opens in Chrome: hover over charts, compare campaigns, screenshot for your team No spreadsheets. No manual chart building. No hour-long formatting sessions. What you get: → A visual dashboard from live data in under 60 seconds → Campaign performance you can actually see, not just read in a table → CPA trends that show you where things are heading, not just where they are → A dashboard you can screenshot and drop into Slack, a client report, or a team standup → Reusable — run it weekly and the data updates automatically One prompt. Live data. A finished dashboard you open in your browser. I put together a playbook with the full skill file, the setup, and the exact prompts to customize the dashboard for your account. Want it for free? > Like this post > Comment "DASH" And I'll send it over (must be following so I can DM)show more

Say hello to Boojum 👋: zkSync Era’s new high-performance... proof system for radical decentralization. Boojum is an upgrade that will transition zkSync Era to a STARK-powered proof system, providing world-class performance on consumer-grade hardware. 💡 Learn more: TL;DR 👇 Boojum is the name of our Rust-based cryptographic library, which we use to implement the upgraded version of the ZK circuits for zkSync Era and the ZK Stack. The name Boojum was inspired by Lewis Carroll's poem "The Hunting of the Snark," where the Boojum represents the most fearsome kind of Snark. We intentionally designed zkSync Era in a way that cryptographic upgrades can be made without a regenesis, meaning that the Boojum upgrade won’t cause any user disruptions. Why Boojum❓ From day one, zkSync’s mission is to advance personal freedom for all — making digital self-ownership universally accessible by building a blockchain network that is trustless, secure, permissionless, affordable, easy to use, resilient and limitlessly scalable. Boojum plays an important role in advancing this mission by delivering: 1. World-class performance zkSync Era’s current SNARK-based proof system is effective today, but it won’t scale to the volume that we envision for hyperchains. zkSync Era’s sequencer can already process over 100 TPS; Boojum orders of magnitude improvements to performance complements this well. 2. Reduced hardware requirements for decentralization Our long-term goal is to enable user-powered, decentralized proof generation. Boojum represents a breakthrough in this direction — with the prover running on consumer-grade GPUs requiring only 16 GB GPU RAM. Boojum’s Journey to Mainnet 🚴🏽‍♀️ Boojum is now live on Mainnet, generating and verifying ‘shadow proofs’ today with real production data so that we can carefully test the system ahead of fully migrating. Today, we’re also open-sourcing the repo; if you’d like to take a look, you can find it here 👇 This is the first of a series of posts on Boojum. We will provide updates on our progress, including more details on implementation, security, and performance. Watch here for more, anon ∎show more

Once again, Bryan Johnson's data is not adding up.... Update on the vo2max scandal: ・Here is a video of Bryan saying he got two vo2max scores of 53.4 and 58.7 ・His Apr 15th biomarker sheet says his most recent is 51.3 ...and the average is 55.03 ・55.03 is NOT the average of those 3 scores. How did he get this number? ・If he forgot to note that 51.3 was not included in these three scores, OK. No problem - perfectly understandable. Then, I would like to see vo2max reports (or proof) for: 53.4, 58.7 and 53.0 ・Honestly I think he's capable of 53.4 - questioning his athletic capability is not the point. This is the most measured man on the planet who shares "all" his data, but where's the proof of these vo2max scores? ・Also, as I have been asking for weeks, I'd like to see proof of him achieving that mysterious 64.29 score - the one he tweeted out with no proof and a 2 year old picture. Even if it needs to be "investigated" by this team, he would still have a report and/or some proof. Also, notice how it's the only score with 2 decimal places when (from what I've seen) Trifit Los Angeles, the gym he tested at, only goes up to one decimal place. ・Again, Bryan claims to be the most measured man on the planet. He could have shut this entire conversation down a long time ago by simply providing receipts for his data that he allegedly shares in its entirely.show more