🎉 ANGERME’s new double A-side single is out now! 🎧 "Android wa Yume wo Miru ka? / Hikari no Uta" ✨ Cool robot dance moves 🤖 + bright & heartwarming vibes 🌟 in one release! Watch the MV: More info: @angerme_upfront

Today's progress and releases: – Latency spam mitigations to safeguard order placement and cancels. – A patch for the "not enough balance / allowance" error, addressing one of the larger root causes of sell-limit failures. One more core case affecting limit-buys ships in the coming days. If you're still hitting it, let us know so we can track remaining cases. – Multiple ghost-fill clusters identified and banned. Sharp eyes from the community made this possible. A reminder on how this works: these are accounts that pre-date the deposit wallet launch. Whenever they ghost-fill, we identify and ban them, and the deposit wallet system stops them from spinning up new accounts. Piece by piece, we'll get every last one. More releases next week to close out the rest of yesterday's open items, plus more.

The competitive product dynamics of frontier models is wild. One model release can be a banger, and then if you mess up the next release everyone floods to your competitor. GPT-5.5 is a banger and tons of people leave Opus 4.7 because it’s mid. OpenAI could mess up on 5.6 and send everyone back to Opus 4.8. And even harder, the quality of the output isn’t really fully under the labs’ control. There is uncertainty that even the model creators have of what comes out the other end. Thinking about how this is much different than the last era of software product development, where once you have a core of a great product, it’s actually pretty hard to mess it up. You have to make a lot of bad decisions over a long period of time. Otherwise the product keeps working well. Just very interesting to watch from the outside (and participate in as a customer)

🔥😈 “Beautiful Sinner” is officially out now on BandLab. 😈🔥 This project has been four and a half years in the making. For most of that time, I chased perfection. In a lot of ways, I still do. But when you spend nearly five years creating something, you grow as a person. The lyrics I write today don’t always reflect the same mindset, emotions, or experiences that shaped this album when it began and what I wanted to portray with it. At a certain point, I realized that if I kept waiting for everything to be perfect, this project would never be released. One thing I’m proud of is that this album was created with zero AI involvement. Every lyric, concept, and creative decision came from me. Making music is difficult, far more difficult than many people realize and I believe the struggle, passion, and human experience behind the art is what gives it meaning. That’s something I never wanted to compromise. This album revolves around a character “The Mind,” a persona that has been with me throughout all six years of my music journey. Two years ago, I released a self-titled project called The Mind, which has since been removed. Looking back, I don’t think that project fully captured the character I wanted to create. Beautiful Sinner feels much closer to the vision I originally had. As for what’s next, I think this may be the final chapter for The Mind. Moving forward, I don’t know what name I’ll create music under or what direction the music will take, but I feel ready for something new and fresh. I will be posting the next album or project onto Apple Music, Amazon Music and Spotify. I want the next album to be taken more seriously. This album I just put out feels more like a test run and a way to get some experience under my belt pertaining to music creation and lyricism. For now, I just want to thank everyone who takes the time to listen. Whether you’ve been here from the beginning or you’re hearing my music for the first time, I truly appreciate the support. I would also like to thank vague, we have always bounced creative ideas off of each other and have always supported each others dreams, goals, and aspiration. He is the person that got me into music. I will be thank-full to him forever. And thank you to my mother who listened to me scream in the basement for 6 years while I tried out different melody’s and tried to navigate how to use different music softwares lol I hope you enjoy 😈🔥🔥 Link to the album ⤵️⤵️⤵️

Latest open artifacts (#21#): Open model bonanza! Gemma 4, DeepSeek V4, Kimi K2.6, MiMo 2.5, GLM-5.1 & others. On CAISI's V4 assessment. An eventful month with one flagship release after another

Five years ago, NVIDIA was valued at around 300 billion dollars; today, it has eclipsed 5.5 trillion dollars, officially overtaking tech giants like Google and Apple to become the most valuable company in history. How did they achieve such an impossible climb in just five years❓ ➡️The Big AI Bet: While others were building general computer parts, @nvidia spent decades perfecting a specific type of chip that turned out to be the only brain powerful enough to run modern Artificial Intelligence. ➡️The Data Center Revolution: They pivoted from selling gaming cards to individuals to building massive AI Factories for the world’s biggest companies, making their hardware the new oil of the global economy. ➡️A Software Trap: They created CUDA, a software platform that millions of AI developers now use. This means even if a competitor makes a cheaper chip, companies cannot easily switch because all their code is built on NVIDIA’s unique system. ➡️The One-Year Sprint: Instead of updating their products every few years, NVIDIA moved to an aggressive one-year release cycle. They are launching new chips so fast that competitors simply cannot catch up. NVIDIA didn’t just join the AI race; they built the track, the cars, and the fuel. They have transformed from a hardware maker into the essential foundation for the future of human intelligence.

2020.10.21 Release IZ*ONE JAPAN 1st ALBUM [Twelve] lead single 「Beware」 MV Making “Behind The Scenes” 🖇 #IZONE_Twelve# #IZONE_Beware# #IZONE# #아이즈원# #アイズワン#