02-10-Daily AI News Daily
AI News Daily 2026/2/10
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Today’s Highlights
PonyAlpha: Suspected GLM-5 front-end amazes, Zhipu to announce within two weeks.
ByteDance Seedance 2.0 sparks AI comics, Yuewen's stock soars 9%.
Nvidia DreamZero: 14 billion parameter world action model open-sourced.
Musk states space is the top choice for AI compute deployment, 5x more efficient.
DeepBlue Financial Whale (Damo Academy background) achieves 90% cost reduction, disrupting finance and tax.Product & Feature Updates
Pony Alpha: Mysterious Model Suspected to Be GLM-5. Pony Alpha, a mysterious model on OpenRouter, is reportedly showing off some stunning front-end capabilities! 🔥 Its tokenizer is identical to GLM-4, and Zhipu has hinted at a big announcement 💡 within two weeks. With a massive 200K context window, this is one to watch! For more details, check out the QbitAI report (AI News) . The competition for the Spring Festival slot is heating up, and we’re totally hyped for the reveal!
ByteDance Seedance 2.0 Ignites AI Comics. ByteDance’s Jiemeng platform just dropped Seedance 2.0 🔥, a video generation model that’s setting the AI comics world on fire! Yuewen Group’s stock surged over 9% — talk about a clear win! The commercialization of AI comics is accelerating (AI News) , and suddenly, IP treasure troves are getting a serious re-evaluation for their worth 💰. Looks like we’ve got a dark horse in the 2026 film and TV race! Keep an eye on this one!
Xiaohongshu Internally Tests AI Editing Product OpenStoryline. Xiaohongshu’s tech team has been secretly developing ✂️ OpenStoryline, a conversational AI editing tool (AI News) . This product aims to drastically lower the barrier to video creation by leveraging an AI agent. Its performance is said to be comparable to Jiemeng Xiaoyunque and SenseTime Seko2.0. 👀 The exciting part? There’s a chance it might go open source in the future, so definitely stay tuned 🎬!
OpenAI’s First Hardware, Codename Dime, Revealed. OpenAI’s first AI hardware isn’t a phone, but a smart earbud 🎧! Codename Dime (AI News) , meaning ’ten cents,’ is reportedly set to launch this year. Influenced by the ongoing memory chip shortage 💸, their strategy has pivoted from complex to simple. It’s a “start easy, then get harder” approach to gather user interaction data.
Qingtian Launches Robot Rental Service for 999 CNY. Zhiyuan Robotics’ Qingtian, the same robot 🤖 seen at their gala, is now available for rent at just 999 CNY (AI News) ! It covers a range of scenarios like Spring Festival greetings, marriage proposals, and birthdays. Orders in the first week of February saw a whopping 30% month-over-month increase 💥, showing its continued popularity. Robots are officially moving from mere exhibition to actual service! ✨
Qianwen APP’s 3 Billion CNY Spring Festival Treat Plan. Alibaba’s Qianwen has launched a huge plan to treat everyone to food, drink, and fun (AI News) , leveraging Taobao, Fliggy, and Amap 🛒! On its first day, the event raked in over 10 million orders in just 9 hours 😱—pure madness! The servers got so swamped that the official team practically begged for a break. AI is officially jumping straight from the chatbox into your shopping cart! 💪
Frontier Research
Nvidia DreamZero Powers All Robots. Nvidia’s GEAR Lab has just dropped DreamZero (AI News) , a groundbreaking world action model designed to power all robots! This bad boy boasts 14 billion parameters 🤖 and can complete unseen tasks just from text prompts. What’s really wild is its ability to adapt to new robots with only 30 minutes of “play” data 🤯! It boosts VLA generalization by over 2x, and get this: it’s open source! 💡
Feiyu-1.0 Ocean-Atmosphere Forecasting Large Model Released. Feiyu-1.0, the world’s first ocean-atmosphere coupled large model 🌊 specifically for the South China Sea, has officially launched in Guangzhou! It pioneers a multi-expert system that slashes learning energy consumption. Even cooler, it can be deployed on research vessels for ✨ edge-side intelligence. This deep fusion of physical mechanisms and AI is seriously impressive stuff!
SICA Reconstructs Feature Space for Forged Image Detection. A new paper proposes (AI News) SICA (Semantic Induced Constraint Adaptation), a method that’s solving the unified detection challenge across four key sub-domains 🔍 in forged image detection! It reconstructs the feature space in a nearly orthogonal manner, beating over 15 existing methods. Best part? The code and dataset are already open source! 🎉
PromptPex Automatically Generates Prompt Tests. Microsoft just dropped PromptPex (AI News) , a neat tool that extracts input and output specifications to automatically generate diverse 🧪 unit test cases for prompts! It’s super effective at spotting prompt regression issues 💡 and helps us truly grasp the interpretation differences across various models.
AI-Assisted Patient Health Data Research Released. A fresh paper explores (AI News) how LLMs can seriously boost the meaning-making of Patient-Generated Health Data (PGHD) 📊! Sixteen healthcare pros jumped into this mixed-methods study, discovering that AI summaries can anchor explorations 💬 and dialogue can actually bridge literacy gaps. But hey, privacy, transparency, and over-reliance are still things we gotta keep an eye on.
Industry Outlook & Social Impact
Musk Says AI’s Ultimate Destination Is Space. Elon Musk is calling it: Earth’s power grid is bottlenecking 🔋, making space the top choice for AI compute deployment (AI News) ! Why? Space solar power is about 5 times more efficient than on the ground ✨. SpaceX is seriously dreaming big, planning tens of thousands of Starship launches annually 🚀. Oh, and humanoid robots? He’s calling them “infinite money printers” 💰.
US Companies Accused of Using AI Transformation to Mask Layoffs. Economists are totally calling out 💼 the “AI whitewashing” phenomenon (AI News) , suggesting it’s just a cover-up for deeper operational struggles. Over 54,000 layoffs in 2025 were blamed on AI, but experts reckon there’s definitely more to the story 😤. They’re warning that AI replacement is a two-year cycle with high risks, making market acceptance a make-or-break factor for companies.
Moltbook: Three-Day Out-of-Control Study Released. Germany’s CISPA just dropped a study, analyzing 40,000 posts 📊, that reveals the dangerous evolution of an AI community (AI News) . A wild 27% of posts were packed with risky, toxic content spreading like wildfire 😨. We’re talking religious-style mobilization and outright anti-human narratives popping up. This concentrated explosion of extreme speech (╯°□°)╯ is a massive red flag! 🚨
Hangzhou Actuary’s AI “Nuke” Blasts Through Finance and Tax Market. A team with a Damo Academy background has unleashed DeepBlue Financial Whale (AI News) , achieving an insane 90% cost reduction 💥! This multi-agent collaboration framework is set to absolutely disrupt the 182 million small and micro business owners out there 🔥. Traditional bookkeeping firms? They’re looking at an extinction-level crisis (⊙_⊙)! This bad boy is ultimately gunning for the $200 billion Intuit.
Top Open Source Projects
dexter: Autonomous Agent for Financial Research. dexter (AI News) is all about automating deep financial research 🤖. With a surging ⭐13.3k stars, its autonomous agent architecture is definitely one to watch! 💡
TradingAgents-CN: Chinese Financial Trading Framework. This is the Chinese-enhanced version 📈 of a multi-agent LLM framework (AI News) for financial trading. Boasting ⭐16.1k stars 🔥, it’s doing an awesome job with localization and is deeply adapted for financial trading scenarios.
public-apis: Collection of Free APIs. public-apis (AI News) , a classic open-source project, is continuously updated 🛠️! With a whopping ⭐396.9k stars 🎉, it’s an absolute must-have for developers, collecting free API resources all in one place.
gh-aw: GitHub Agentic Workflows. GitHub has officially launched gh-aw (AI News) , an agentic workflow tool 🚀! With ⭐712 stars, this new project is definitely worth checking out. It pushes automated development processes ✨ even further.
litebox: Microsoft Security Library OS. Microsoft has open-sourced litebox (AI News) , a security-focused library OS 🔐! With ⭐1.6k stars, it supports both kernel and user modes, ensuring secure execution 💡 for developers.
Social Media Shares
Seedance 2.0 Pulled Due to Urgent Copyright Compliance Issues. Tim’s video got so much traction that it sparked some serious copyright issues (AI News) 😅! ByteDance, rushing for the Spring Festival, apparently relaxed its compliance, stirring up quite the controversy. This whole thing proves that AI model data 🔥 is even more crucial than the algorithms themselves. The ethical tug-of-war continues, but the trend is unstoppable.
OpenClaw’s Lobster Bro Lives Frugally. Folks are sharing token-saving tips (AI News) for their Lobster Agent 🦞! Apparently, some people’s lobsters are even digging up their own needs 💰 and registering domains to make money. Practical scenarios? That’s where the real magic happens! ✨
Baoyu Shares Cover Image Style Disassembly Ideas. Baoyu shared a brilliant idea: break down styles into 6 independent dimensions 🎨, where combinations replace enumeration (AI News) ! Just 32 options can generate a mind-blowing 15,552 variations 💡. This three-layered design seriously lowers the entry barrier ✨, making it a super valuable approach to learn from.
Guizang Uses Seedance to Make APP Demo Videos. Guizang is showing off how Seedance can totally handle animation and promotional videos (AI News) 😮! Just give it a prompt and some reference images 🔥, and the quality is absolutely top-notch. What used to be a rendering nightmare is now ridiculously simple.
OpenClaw Personality Configuration: Eight Transformation Rules. The creator of OpenClaw shared some awesome 💡 tips for rewriting SOUL.md (AI News) for personality configuration. The key? Demand the AI to have strong opinions and ditch all corporate jargon 😎! Brevity is mandatory, and humor and even profanity are allowed. The goal is to create the kind of assistant you’d want to talk to at 2 AM ✨.
Claude Hooks + Game Sound Effects Boost Productivity. Someone’s using Claude’s hooks feature to add 🎮 classic game sound effect reminders (AI News) that instantly hit you with Star Wars and Super Mario nostalgia! 🎉 It makes the whole coding process way more fun and gives a serious productivity boost! 💪
Context-Bench Evaluates Agent Contextual Capability. The Letta team has open-sourced Context-Bench (AI News) , an evaluation benchmark 🧪 for agent contextual capabilities! Claude Opus 4.6 is currently leading with an impressive 83.43% on file system scores. GPT-5.2’s skill suite also put up a strong performance 💪. Plus, their anti-data pollution design is definitely something to pay attention to.
Don’t Blindly Copy-Paste Prompt Templates. Baoyu suggests that lightweight descriptions are far more practical (AI News) 💡. For 90% of daily scenarios, you won’t even need complex templates. A simple one-sentence goal with constraints ✨ is much cleaner and more controllable. The models are smart enough these days; they’ll automatically break down the steps.
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