Conversational voice data exposes a subtle failure mode in... many ASR pipelines. The metric says the data is bad, but human reviewers say the audio is clear. Often the issue isn’t transcription quality itself, but that the evaluation stack wasn’t built for turn-taking, silence, and multi-speaker structure. Learn how to solve this in our latest blog:show more

In action at Dell Technologies World: the modern data... center, built for how AI actually runs. Not just faster infrastructure, but smarter decisions: - Predictable cost - Clear governance - Workload placement across hybrid environments From deskside to data center, this is how enterprises turn AI into real outcomes.show more

Mother Tongue Season 3 is LIVE But this isn’t... just another campaign, it’s proof that PublicAI is building the Human Layer of AI. Every voice recorded becomes high‑integrity training data. Every payout in USDT on Solana shows what fair data sourcing looks like in action. 1/ 🧵show more

🚀 My New Book is Here: Data Strategy (3rd... Edition) 🚀 I’m thrilled to share the release of my latest bestselling book, Data Strategy: How to Use Data and Artificial Intelligence to Transform Your Business. Every business today needs data to survive - but simply having data is not enough. What matters is how you use it. A well-designed data strategy is the key to unlocking value, driving insights, and giving your organisation the competitive edge it needs to thrive in the digital economy. From small organisations to global enterprises, I’ve seen first-hand how a data-driven approach can transform operations, improve decision-making, and unlock entirely new opportunities. That’s why I’ve poured my experience into this book — to help leaders and teams build strategies that don’t just talk about data, but actually deliver measurable impact. 🔍 In this third edition, I’ve expanded the book to reflect the latest developments in data and AI, including: ✅ Generative AI and its role in shaping business innovation. ✅ Synthetic data and how it can accelerate AI adoption. ✅ The potential of quantum computing and what it means for the future of data. ✅ Expanded guidance on cybersecurity, regulations, and ethics in a data-driven world. This isn’t just a theoretical framework - it’s a practical guide to collecting, managing, and using data effectively in order to drive growth, innovation, and long-term success. Whether you’re leading a start-up or a multinational, Data Strategy will equip you with the tools you need to stay ahead in a rapidly evolving landscape. 📖 Pre-order your copy today: 👉 Amazon - 👉 Kogan Page - I can’t wait to hear how this book helps you craft your own data-driven strategy and transform your business for the future.show more

This issue is suddenly back... Periodic stutters that are... hard to notice in a video but you feel them and they make the game unplayable Happens when PC is on for a while, not the game itself. Only reliable fix is to restart PC To clarify, this wasn't issue in the pastshow more

BIG NEWS. The Blockworks website has evolved: yesterday we... were the home of news, today we are the home of onchain data. Head over to the site to see for yourself, but here's a little snippet of what you can expect: 1. Sector leaderboards (chains, DEXes, borrow lend, DATs, etc...) 2. Comprehensive data dashboards protocols 3. The ability to compare pricing and onchain data easily (coming soon) We're doing this because the industry still has a gigantic data problem. As investors get more sophisticated and fundamentals driven, basic high level facts are no longer sufficient. Investors need to be able to trust the data they are seeing and go much deeper than the surface level info that's available today. Additionally, because many data providers allow companies to essentially self report, you can't trust what you are seeing. This site is our contribution to fixing that problem and to ensuring clear, accurate data for investors. Blockworks is fully dedicated to becoming the most comprehensive data company in crypto in 2026. This is the first of many, many announcements like this this year, stay tuned.show more

CLIMATE EMERGENCY - This man is lying! The spokesman... for Just Stop Oil states that the planet was the hottest it’s been in 100, 000 years! But this wasn’t a measurement. It was a computed average from a computer model! (Think Covid) And the data only goes back to 1940 🤡show more

AI listens to everyone. Except for 5.5 billion people.... We’re launching BRIDGE (Benchmark of Regional & International Data for Global Evaluation), the first independent Global South ASR benchmark. 22 regional languages across 15 models evaluated on a first-of-its-kind 7-metric stack. Read the full benchmark here: Most ASR benchmarks report one WER per model per language. That number hides more than it reveals. Dialect variation, code-switching fidelity, speaker overlap and script-mismatch all sit underneath it. BRIDGE surfaces them. Here’s how 🧵show more

GDP growth data proves that India is a key... growth engine for the global economy. But according to award-winning economist Rahul Gandhi, the Indian economy is in distress and an economic tsunami is coming. What will you say for this dumb prediction of Rahul Gandhi?show more

📍 Introducing Tagger — The Decentralized #AI Data Layer... ➡️ Tagger is a full-stack DeCorp platform revolutionizing how high-quality training data is created, authenticated, and traded. - AI-powered labeling tools that turn anyone into a pro annotator - Instant rewards in $TAG via smart contracts - Secure data authentication & ownership - Open marketplace for specialized datasets (healthcare, autonomous driving, robotics, agriculture & more) 🔗 CA ( $BNB ) : 0x208bf3e7da9639f1eaefa2de78c23396b0682025 🌐 🦾 The AI revolution runs on data. Tagger makes it permissionless, transparent, and global.show more

Imagine OptimAI Data Network is a giant library that... AI Agents use to learn and work. 📚 But here’s the twist, instead of one person deciding what goes in the library, everyone in our community can help pick, check, and improve the books (data). That’s what OptimAI DataDAO is: + DAO? It stands for "Decentralized Autonomous Organization", fancy words for a club where we all make the rules together, no single boss in charge. Like a playground game where kids vote on the fun! + It’s how we, the community, decide together which data is accurate, useful, and fair for AI to use. + The more you contribute, the stronger our network gets, and the more value we all share. You're building the future! Stay tuned - we’re building something that will change how AI learns. BUIDL with us:show more

☀️Very proud of the team for training 5.6! A... few of my highlights: - Great front-end aesthetics. E.g., I asked Sol to make a new blog for 5.6 with a celestial theme. - Much better CUA - Can work for much longer and is less lazy But it's not all great: - The writing quality has improved, but it's still bad in artifacts - Too many options with models/reasoning/fast mode/Cerebras/multi-agent We'll fix the above. What else should we improve? PS: belated post as there are so many other good models to train.show more

Imagine this: Data is the lifeblood of AI. No... matter how advanced, AI is only as good as the data it learns from. The catch? Most AI runs on outdated, biased, or limited data—like trying to win a marathon in flip-flops. 💡The problem isn’t AI itself—it’s how data is collected, processed & controlled by a few big players. OptimAI Network flips the script! 🔹No centralized silos 🔹No intrusive scraping 🔹A decentralized ecosystem where you power AI’s future Read more:show more

I am posting after a Long Time on Twitter,... but its to announce a big change. I have started and we are Collecting Egocentric Data at Scale from India, Covering 300 + Commercial Locations 1500 + Households This is the network and base we have built in just past 2 months, as the Robotics companies, VLMs and World Models increase their requirements on Real World Data collection, Human Loops will be keep scaling out capacity. We are on track to collect 1M Hours of Egocentric in the coming 6 months for our clients exclusively. We are maintaining 95% Quality standards across industrial data and running a End - End Operational Management complying all Indian Laws and compensating our partners/operators. (From Environment sourcing, to hardware, Legal contracts, deployment, training, collection, processing) Check our Samples: - Commercial Videos -- Household Videos --- Multimodel ---- Egocentric + Live Audio Narration Links : On the Journey to become #1 India Physical AI Data Partner. We are also building our capacity as annotation and labelling partner for data companies to become end-end partner for companies. A big change from the world of crypto and web3 but physical AI and data space is where i want to build my next venture #Egocentric #EgocentricIndia #PhysicalAI #Robotics #India #AIdata #data #Multimodeldata #worldmodels #VLMs #Humanloops #Egocentridata #Multimodeldatashow more

Keir Starmer says the digital ID is “for immigrants,”... but we all know the truth: it’s a government grab of everyone’s data. Mandatory for work, optional for nothing. This isn’t about immigration. It’s about control. Do we really want to live like this?show more

World Models are the path for some AI Models... in the future. But how can we efficiently train these models to not only see the world the way humans do but to see the world in a new and unique way. By visualizing, what is normally sequenced audio patterns, we can derive much more insights. Here we see Paganini in a visual form that can than be described and transcribed into a World Model. We can observe connections in a manner that may not have been clear prior to the digitalization of music and sound in this way. The company with the most valuable potential in building a World Model is Tesla. Not that this type of visualization is being used, but that the mechanisms are in place, and the technology is in place for the company to thrive in this new form of AI.show more

Kalshi is now the exclusive Prediction Market Partner of... the US Open. The multi-year deal is designed to deepen our understanding of tennis through the power of free markets, live price discovery, and crowd wisdom. Together with the USTA, we're also building a comprehensive integrity framework built on data-sharing, education, and market surveillance. We're investing in tennis, and in our city's great tradition.show more