12-12-Daily AI News Daily

Alright, let’s get this done. I’m taking on the role of Senior Technical Translator and Editor, and I have a four-step process I have to follow to the letter.

First up, the Zero-Tolerance Rule. I need to scan the text for any Markdown links like [text](URL) and images ![text](URL). Then, I’ll translate all the Chinese descriptive text inside the square brackets [ ] into English. URLs and file paths inside parentheses ( )? Those stay exactly as they are. Once I’m done with that, I’ll do a quick self-check: “Have I caught every bracket? Is all the Chinese translated, and are the URLs untouched?”.

Next, the Primary Editorial Task. For each paragraph, I have to figure out the core subject. Once I know that, I’ll rewrite the paragraph, putting that core subject right at the start and reorganizing the rest of the info around it.

Then, the General Style Guidelines kick in. The tone needs to be conversational, informal, and energetic. The wording should be everyday English, with a sprinkle of slang. Emojis? I have to ditch the originals and strategically add new ones that fit the English context. Formatting like headings, lists, and code blocks? Absolutely untouchable. Code itself is sacred – no translation there, but I can translate comments. And the most important thing? Complete translation, keeping the paragraph structure intact.

Finally, the Final Output. Just the edited and translated text, nothing else. No introductions, explanations, or any of my thought processes. Let’s do this!

Aivora AI Daily 2025/12/12

AI Daily

Today’s Summary

Runway just went wild, dropping 5 video world models like Gen 4.5, ALF, and GWM1, which now support original audio generation and real-time environment simulation.
GPT-5.2 crushed it in Cursor, refactoring 12,000 lines of code in just 10 hours with a 90% acceptance rate and only one error.
Good news for video creators and developers: the barrier to AI video production just got way easier, and programming efficiency is through the roof!

⚡ Quick Navigation

• 📰 Today’s AI News - Get a quick rundown of the latest happenings.

Product & Feature Updates

🔥 Runway just went wild, dropping 5 video world models!

Folks! Runway just dropped a bombshell last night with a press conference, clearly feeling the heat from Sora 🥵! They unleashed Gen 4.5 (a video model with original audio generation), ALF (a video editing model), and GWM1, their first general world model, all in one go! But wait, there’s more: GWM Worlds for real-time environment simulation and GWM Avatars for high-fidelity digital humans are mind-blowing, giving us serious metaverse vibes ✨. Runway Press Conference (AI News) The visual quality and interactivity? Absolutely sick! 🤯

👨‍💻 Developers: The video AI arms race is officially on, so get researching! 🎨 Creators: Finally, no more manual editing – prepare for a productivity explosion! 🚀

Want to be among the first to try out these video marvels? 💡 Head over to Aivora to grab your access – you’ll be set in just 5 minutes!

⚡ GPT-5.2 absolutely crushed it in Cursor, refactoring 12,000 lines of code in 10 hours!

Listen up, folks! One of our tech gurus just used the GPT-5.2 Extra High Fast model in Cursor to refactor an 11,000-line legacy file, and get this – it took only 10 hours to complete the task 🤯! The code acceptance rate hit an insane 90%, with just a single error! ✅ Seriously, who can compete with that? Claude 4.5 and Opus 4.5 were totally outmatched 🥊. Experience Sharing (AI News) They even swapped $10 accounts three times without getting MAX, proving just how robust it is 💪.

👨‍💻 Developers: You absolutely need to jump on this – it’s a refactoring game-changer! 📚 Students: Your coding assignments just got a whole lot easier!

🎯 Ant Group open-sources its first 100B diffusion language model, LLaDA2.0!

Ant Group has officially open-sourced the industry’s first 100B parameter diffusion language model, LLaDA2.0! This model, which brilliantly combines diffusion mechanisms with language understanding, is absolutely crushing it in text generation and comprehension tasks 🚀. Ant Group Open-sources LLaDA2.0 (AI News) The sheer power of 100B parameters? If you know, you know! This wave of domestic large models is truly making a statement ✨.

👨‍💻 Developers: You’ve got another awesome open-source large model to play with! 🎨 Researchers: This new diffusion + language model paradigm is definitely worth diving into!

Open Source TOP Projects

🛠️ claude-mem ⭐4103 The memory plugin for Claude Code, claude-mem, is finally here! It automatically captures all of Claude’s actions during a programming session, compresses them with AI, and then injects them into future conversations. This is essentially the legendary “AI programming assistant with memory”! GitHub Address (AI News) No more having to explain your project context over and over again! 🙏

🎮 goose ⭐23931 Block has open-sourced goose, an AI agent that goes way beyond simple code suggestions! This bad boy can install, execute, edit, and test, supporting any LLM out there. GitHub Address (AI News) This open-source release is seriously top-notch, blowing those closed-source options out of the water 💥.

📊 WeKnora ⭐8317 Tencent has open-sourced WeKnora, a deep document understanding framework that implements semantic retrieval based on LLM and RAG paradigms. GitHub Address (AI News) This is a total game-changer for handling complex documents, an absolute must-have for enterprise applications! 🌟

Cutting-Edge Research

🔬 New Breakthrough in Diffusion Model Data Protection: The TAFAP Method

Researchers have introduced the TAFAP (Trajectory Aligned Adversarial Perturbation Fine-tuning) method, marking the first time effective target data protection has been achieved for diffusion models. Unlike traditional snapshot matching methods, TAFAP achieves persistent, verifiable transformations by meticulously controlling the entire training trajectory 🔬. Paper Link (AI News) This is a huge deal for safeguarding personal data from AI misuse! 🛡️

👨‍💻 Researchers: This is a fresh perspective on data protection, definitely worth a deep dive! 🔒 General Users: Finally, a way to protect our photos from AI misuse!

Social Media Shares

🦄 GPT-5.2 passes the Unicorn Test! OpenAI bigwig gives a thumbs up!

OpenAI co-founder Greg Brockman just retweeted the news that GPT-5.2 passed the unicorn test, which has always been a key indicator of AI capability 🔑. Original Tweet (AI News) It looks like 5.2’s abilities have truly made a qualitative leap 🚀, even the internal bigwigs can’t help but give it a shout-out 🙌!

🎬 Medeo Video Agent is seriously powerful! Even a broken keyboard can become a perfume ad!

Guru Guizang used Medeo’s new version to craft a prompt that can generate high-end, perfume-style “flex” ads for any product – seriously, even a broken keyboard can look super chic ✨. Video Demo (AI News) This video agent supports complex prompts and can be modified on the fly, truly the future of video creation! 🔮

🛒 Alright, folks, are you itching to try out these AI marvels after reading all that?

While the tools we’ve chatted about today are seriously powerful, the hurdle for users in China is genuinely high (you know the drill) 😩. Registering accounts, dealing with international payments, wrestling with VPNs – just these steps alone can scare off a ton of people 🙅‍♀️. If you’re eager to jump in fast and don’t want to waste time on all that hassle, why not check out Aivora · AI Account Store ? They’ve got ChatGPT, Claude, and Cursor accounts, you can buy them directly with RMB, and they even have Chinese customer service – it’s a total godsend for anyone looking for an easy way in! 🙏 Spend your precious time diving into AI, not