chore(i18n): Auto-translate EN content with FM updates
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content/en/2026-01/2026-01-03.md
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linkTitle: 01-03-Daily
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title: 01-03-Daily AI News Daily
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weight: 29
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breadcrumbs: false
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comments: true
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description: DeepSeek founder drops new mHC architecture.
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---
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## AI Daily Digest 2026/1/3
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> `📰 AI News` | `☀️ Daily Briefing` | `🌐 Web Data Aggregation` | `🔬 Cutting-Edge Science` | `🎤 Industry Voice` | `🚀 Open Source Power` | `🤖 AI & Humanity's Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
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### **Today's Hot Takes**
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```
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Tesla integrates Grok vision for in-car robots
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DeepSeek unveils mHC architecture for lower VRAM, stable training
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DAVE model breaks through complex document visual understanding
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DeepMind predicts AI immortality by 2026
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SentientAGI open-sources ROMA agent framework
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```
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### Cutting-Edge Research 🔬
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1. **DeepSeek founder drops new mHC architecture.**
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**DeepSeek's new mHC architecture** just dropped, personally co-authored by founder Liang Wenfeng and released on New Year's Day! 🎉 This heavyweight [mHC Architecture Paper (AI News)](https://www.jiqizhixin.com/articles/2026-01-02-7) tackles the instability that often plagues **large model training**. The team introduced manifold-constrained hyper-connection technology, which, by projecting matrices onto bi-stochastic manifolds, ensures signal propagation's energy conservation ⚡. This isn't just solving numerical explosion issues; it's also slashing VRAM overhead big time! 🤯
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2. **DAVE model is all about document visual understanding.**
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**DAVE model** is here to save the day! 🦸♂️ Current VLM visual encoders can't quite get complex layouts, right? Well, DAVE is the [Vision Expert (AI News)](https://arxiv.org/abs/2512.17221) purpose-built for this! It's specifically designed for 📄 document understanding and web agents, and get this: it doesn't even need expensive, large-scale labeled data. Thanks to self-supervised pre-training, DAVE absolutely crushes parsing tasks, totally filling in the gaps left by general visual encoders. 🚀
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3. **SpaceTimePilot nails video spatio-temporal decoupling.**
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**SpaceTimePilot** is here to make your video dreams come true! 🤩 Want to call the shots on camera moves 🎥 and timing in your videos? SpaceTimePilot pulls off incredible [Spatio-Temporal Decoupling (AI News)](https://arxiv.org/abs/2512.25075)! It can independently change camera views or adjust the speed of actions 🏃♂️, and they won't mess with each other. This generative rendering tech makes exploring dynamic scenes totally on your terms. ✨
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### Industry Outlook & Social Buzz 📈
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1. **DeepMind predicts AI immortality by 2026.**
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**Google DeepMind** just dropped a bombshell prediction: 🔮 2026 will be the dawn of [Continual Learning (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652659818&idx=1&sn=a4d07f563f7c94e7c06de7d4bc1a10a4), where AI will literally never forget a thing! And get this, some even wilder predictions hint that by 2030, **fully automated programming** will totally take over from human programmers. 🤯 By 2050, AI might even snag all the Nobel Prize-level research. The countdown for humans handing over the reins of scientific discovery to AI has officially begun! ⏳
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2. **Unpacking the AI anxiety behind Luo Zhenyu's speech.**
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**Luo Zhenyu's New Year's Eve speech** stirred up a ton of chatter, getting slammed as a classic [Strauss-style Meme (AI News)](https://x.com/dotey/status/2006887867197354351). On the surface, it looks like a 💪 life guide for the AI era, but it's actually a meticulously crafted **commercial cash-grab** system. This info structure plays on 😬 fears and identity, keeping folks hooked and unable to disengage. While many see hope, the sharp ones are spotting the harvesting scythe. 💰
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<br/><br/>
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### Hot Open Source Projects 🔥
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1. **SentientAGI open-sources meta-agent framework.**
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The **SentientAGI team** just dropped a killer open-source project: the high-performance [ROMA Framework (AI News)](https://github.com/sentient-agi/ROMA)! 🔥 This bad boy comes with recursive task decomposition, acting like a super-smart project manager that dishes out big tasks to mini-agents 👶 for parallel execution. This architecture totally crushes the context overflow issue often seen in long-chain reasoning. No more 💾 memory headaches!
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<br/><br/>
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2. **NewsNow: Real-time news reader.**
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**NewsNow** is a real gem! 💎 This [Real-time News Tool (AI News)](https://github.com/ourongxing/newsnow) boasts 1.5k stars and is all about that slick reading experience. It's designed to help you quickly snatch up hot topics from the endless info overload. 🌪️
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3. **Memos: Self-hosted note service.**
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**Memos** is crushing it with 48.5k stars! ⭐ This [Lightweight Notes (AI News)](https://github.com/usememos/memos) service is all about zero privacy tracking. It's completely open source and forever free, so you're totally in charge of your own data. Your notes, your rules! 🔒
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### Social Buzz 💬
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1. **Tech guru-approved deep dive interview.**
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Developer **Tw93** is hyping up a super insightful [Interview Video (AI News)](https://x.com/HiTw93/status/2007088939442880643) all about tech monetization! 📺 The video stars Ji Yichao, who keeps it real and drops some unique wisdom 💰 on commercialization and new tech. This one's a major lightbulb moment 💡 for anyone in tech wondering what's next!
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2. **Tesla plugs into Grok's vision capabilities.**
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**Tesla** is plugging into the Grok model, letting it tap into [In-car Camera (AI News)](https://x.com/imxiaohu/status/2006927289267925133) to see what's happening around the car 🚗 in real-time! This is a HUGE leap for visual perception 👀 — it's not just about driving; it also strongly suggests that the humanoid robot Optimus might be getting put through its paces like crazy! 🤖 This multimodal tech landing means **interacting with the physical world** is about to get way, way smarter. ✨
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<br/>
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<video src="https://source.hubtoday.app/images/2026/01/news_01kdzmd3pafenbehmtke8b6gz7.mp4" controls="controls" width="100%"></video>
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<br/>
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---
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## **AI Daily Digest Audio Version**
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| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
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| --- | --- |
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| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
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