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AI Daily	AI Daily-AI资讯日报	false	/en/2025-12/2025-12-04	Your daily source for curated AI news, practical tools, and actionable tutorials to master Artificial Intelligence;	type docs

AI News Daily 2025/12/5

AI News | Daily Morning Read | Aggregated Web Data | Cutting-Edge Scientific Exploration | Industry Free Speech | Open Source Innovation Power | AI and Human Future | Visit Web Version ↗️ | Join Group Chat 💬

Today's Summary

Sora app retention rate plummets to one percent; AWS and Google launch agent development platforms.
Keling AI achieves audio-visual sync; T800 robot demonstrates agile moves; model uncovers contract vulnerabilities.
OpenAI explores model "confession training"; DeepSeek's new model sees skyrocketing thinking mode consumption.
Jensen Huang predicts AI will synthesize 90% of new knowledge; Xiaomi establishes AI integration strategy; Luo Yonghao praises ByteDance phone.
Next.js framework exposes high-risk vulnerability; tech community resents forced AI adoption; Li Jigang discusses deep reading value.

Product & Feature Updates

1. OpenAI's Sora Video App Faces Retention Rate Collapse. Sora APP's retention rate has taken a nosedive! 📉 After its launch, the data for the Sora APP was shockingly low. Its 30-day retention rate plummeted from 10% to a mere 1%. Sora Data (AI News) shows users just tried it out and then bounced. It's even been surpassed by the McDonald's APP! Guess the short video game isn't as easy as it looks, huh? 🤔
   

2. Amazon AWS Launches Full-Stack Agent Development Tool. Amazon AWS has unveiled a full-stack Agent development tool. At the re:Invent conference, AWS introduced several new Agentic AI products. Its new SDK Toolkit (AI News) enables AI to directly control physical devices. The models now boast situational memory capabilities 🧠. Automated reasoning ensures enterprise-grade data security. The era of human-AI co-creation has officially begun! 🚀
   

3. Google Unveils Zero-Code AI Agent Building Platform. Google has rolled out a no-code AI agent building platform. Workspace Studio empowers even regular employees to create AI agents. Leveraging the Gemini 3 model, it achieves full-process automation. The Tool Introduction (AI News) shows it can handle complex tasks without any programming. It integrates with third-party applications like Gmail and Jira, truly making everyone an AI architect! 🛠️
   

4. Keling AI Releases Audio-Visual Sync Video Model. Keling AI has launched an audio-visual sync video model. The Keling Video 2.6 version now features simultaneous audio and video output. Watch Demo (AI News) to see perfect lip-syncing with the sound. The model understands semantics and matches corresponding environmental sound effects. Character speech emotions and atmosphere are now much more realistic. AI videos are finally not silent films anymore! 🎉

5. Zhongqing Robot T800 Shows Off Astonishing Athletic Ability. Zhongqing Robot's T800 demonstrates astonishing athletic ability. The new humanoid robot T800 released a real-shot video. Watch Video (AI News) shows its jumping and combat moves. Standing at 1.73 meters tall, it's equipped with a high-performance Thor chip. Its agile joint movements put an end to any CGI doubts. This bot's got some serious moves! 🤯
   

Frontier Research

1. OpenAI Trains Models to Proactively "Confess" Errors. OpenAI is training models to proactively "confess" errors. Researchers have proposed a new confession training method. Paper Details (AI News) show that models generate independent violation reports. Even if the main answer lies, the confession report remains honest. This is like giving AI an independent conscience. This monitoring mechanism makes AI much more controllable! 🧠

2. DeepSeek's New Model Shows Astonishing Thinking Mode Consumption. DeepSeek's new model exhibits astonishing thinking mode consumption. The long-thought version of DeepSeek-V3.2 is reported to be incredibly token-intensive. Technical Analysis (AI News) reveals its consumption is three times that of Gemini. This could be due to a length bias caused by the GRPO algorithm. The model becomes verbose to avoid penalties. Efficiency optimization is definitely the next big challenge! 📈

3. Leading Large Models Bet on "Interleaved Thinking" Technology. Leading large models are betting big on "Interleaved Thinking" technology. Both MiniMax and DeepSeek are implementing this tech. Principle Analysis (AI News) shows that it allows models to think and call tools simultaneously. This iterative process solves the "forgetfulness" problem in long tasks. Agents thus gain stronger self-correction capabilities. This is truly a key technology for getting complex tasks done! 🛠️
   

4. AI Models Uncover Multi-Million Dollar Contract Vulnerabilities. AI models have uncovered multi-million dollar contract vulnerabilities. Models like GPT-5 showed formidable performance in simulated attacks, even discovering unknown security flaws. 💸 Research Report (AI News) points out that tests covered over 400 real attack scenarios, with each attack, on average, generating net profit. AI acts as both a hacker and the strongest shield! 🛡️
   

5. Prompt Reconstruction During Inference Boosts Generation Quality. Prompt reconstruction during inference enhances generation quality. A single prompt often struggles to produce perfect images 🎨. Paper Link (AI News) proposes automatically rewriting prompts during inference. The PRIS framework can identify defect patterns in generated images. VBench benchmark scores consequently improved by 15%. So, good images rely not only on the model but also on good prompts! 📈

6. CuES Framework Enables Agents to Autonomously Generate Tasks. The CuES framework enables Agents to autonomously generate tasks. Agents struggle without training tasks in new environments 🧩. New Framework (AI News) uses curiosity-driven autonomous exploration. Agents can invent tasks based on environmental structure, no human-provided seed data or corpora needed. This truly teaches AI "how to learn"! 💡

7. Weight-Based Fingerprinting Technology Protects Model IP. Weight-based fingerprinting technology protects model IP. There's a new method to protect the intellectual property of large models 🔒. SELF Technology (AI News) generates fingerprints by analyzing attention weights. It effectively resists pruning and fine-tuning attacks. Fingerprint extraction is based on singular value decomposition principles. Model thieves now have nowhere to hide! 🚫

8. PromptBridge Achieves Cross-Model Prompt Migration. PromptBridge enables cross-model prompt migration. Prompt invalidation when switching models is a common pain point 😫. Migration Framework (AI News) can automatically establish mappings between models. It "translates" prompts from a source model to a new model. This eliminates the need for expensive retraining processes. Developers can finally be free from constant prompt tweaking! 🌉
   

Industry Outlook & Social Impact

1. Luo Yonghao Praises ByteDance for Venturing into Phones. Luo Yonghao praises ByteDance for venturing into phones. He posted an article affirming ByteDance's exploration of the Doubao phone. Related Report (AI News) states he believes the widespread adoption of AI assistants is inevitable. This phone is a trial product in collaboration with ZTE. The initial stock was limited, mainly for market testing. Old Luo is still super enthusiastic about AI hardware! 👍
   

2. Jensen Huang Predicts AI Will Synthesize 90% of New Knowledge. Jensen Huang predicts AI will synthesize 90% of new knowledge. The NVIDIA CEO made a startling statement about future trends 📚. Interview Content (AI News) points out that dramatic changes will occur in the next two to three years. Humans will primarily be responsible for verifying the reliability of knowledge. The demand for learning programming languages will significantly decrease, as natural language will become the best interface! ✨

3. Xiaomi Establishes Strategy for AI Integration with the Physical World. Xiaomi establishes a strategy for AI integration with the physical world. Lu Weibing revealed that Xiaomi will heavily invest in AI hardware over the next decade 🏠. Strategy Revealed (AI News) confirms they are poaching Luo Fuli with a ten-million-dollar annual salary. The goal is to release a hundred-billion-parameter multimodal model by 2025. They aim to build a moat relying on 800 million IoT devices. The entire "people-car-home" ecosystem is set to be AI-fied! ⚔️

4. Seattle Engineers Resent Forced AI Application. Seattle engineers resent the forced application of AI. The tech community is unhappy with management's aggressive push for AI 😤. Community Discussion (AI News) reveals concerns about declining code quality. Engineers believe this is an excuse for layoffs. The generated code is often difficult to maintain and buggy. This is a classic struggle between capital and tech workers! 📉

5. Speaking Up vs. Staying Silent in the Workplace Sparks Heated Discussion. Speaking up vs. staying silent in the workplace sparks heated discussion. Should one speak out when problems are found at work? 🤔 In-depth Discussion (AI News) analyzes the strategic value of silence. Early speakers are often seen as visionary but also bear risks. A "Tech Debt Thursday" was proposed to address bad code. AI writing detectors have also sparked ethical controversy! 🎭

Open Source TOP Projects

1. Smart Turn v3.1 Speech Turn Detection Model. The Smart Turn v3.1 speech turn detection model. Speech AI now has more acute listening skills! 👂 Model Download (AI News) supports accurate determination of whether a user has finished speaking. It was trained using real human speech data, not synthetic. CPU inference latency is extremely low, making it suitable for edge devices. This makes voice interaction less awkward and prevents interruptions. ⭐
   

Social Media Share

1. Li Jigang Discusses the Deep Value of AI Reading. Li Jigang discusses the deep value of AI reading. AI should not simplify reading but rather increase its complexity 📖. Viewpoint Sharing (AI News) suggests treating AI as a challenger, letting it continuously question the logic behind articles. Quick skimming may seem time-saving but is actually ineffective. Reorganizing cognitive networks with AI is truly the right path! 🧠

2. Top AI Researcher Blog Resource Collection. A collection of top AI researcher blog resources. A highly valuable learning list is here! 📚 Resource Acquisition (AI News) covers big names from OpenAI to DeepMind. It's detailed by genre and learning path. Stop asking whose blog to read – this is enough for a whole year of learning! 🔥
   

3. Next.js Framework Exposes High-Risk Vulnerability. The Next.js framework has exposed a high-risk vulnerability. The frontend framework Next.js is facing a security crisis! 🚨 Security Alert (AI News) shows this vulnerability is rated CVSS 10.0. Attackers can exploit it for remote code execution. The issue is related to the RSC function and has widespread impact. Developers, please upgrade and fix immediately! 🛡️
   

4. Claude's Practical Skills Library. Claude's practical skills library. This is a treasure trove of Claude skills! 🛠️ Project Address (AI News) includes document processing and code tools. It supports automatic Git commits and YouTube summaries. It transforms Claude into an all-around work assistant, not only useful but also boosting efficiency! ✨
   

5. Simplicity and Directness Are Key for AI Products. Simplicity and directness are key for AI products. Why complicate simple tasks by turning them into Agents? 🤷‍♀️ Netizen Complaints (AI News) suggest that over-packaging actually degrades the user experience. Users want a one-shot model. Lossless support features, though few, are crucial. The principle of "less is more" still totally applies in the AI era! 📉
   

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