Welcome to the "AI Daily" column! This is your guide to exploring the world of artificial intelligence every day. Every day, we present you with the latest content in the AI field, focusing on developers, helping you understand technology trends and learn about innovative AI product applications.
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1. Sora's free quota is shrinking! OpenAI launches paid packages + creator revenue sharing, marking the deep water of commercialization for video generation
The article discusses how OpenAI's Sora application, after one month of launch, adjusted its free quota due to a surge in users and pressure from computing costs, and introduced paid options and a creator revenue sharing plan, marking its official entry into the commercial phase.
【AiBase Highlights:】
🎥 Sora will reduce the daily free generation quota to address GPU resource shortages
💰 Users can spend $4 to get 10 additional generation opportunities, meeting the needs of heavy users
🤝 OpenAI plans to launch a creator revenue sharing mechanism, allowing copyright holders to earn income through AI digital avatars
2. Figma重磅收购AI生成公司Weavy! 推新品牌Figma Weave，打造“节点式”AI设计新范式
Figma acquires the AI image and video generation startup Weavy and integrates it as a new sub-brand called Figma Weave. This move marks Figma's full upgrade from "design collaboration" to an "AI-native content generation + editing" ecosystem. Through a node-based workflow, it enables multi-model collaborative creation, enhancing designers' creative control.
【AiBase Highlights:】
🔥 Figma acquires Weavy, driving the deep integration of AI generation capabilities with the design platform.
💡 Weavy introduces a node-based workflow, supporting multi-model collaborative creation and hierarchical editing.
🚀 Figma accelerates its layout for the AI era design operating system, improving the efficiency of the creative process.
3. OpenAI Launches Aardvark: An Intelligent Security Research Assistant to Enhance Software Protection
OpenAI has launched Aardvark, an intelligent security research assistant based on GPT-5, designed to help developers efficiently discover and fix software vulnerabilities. Aardvark analyzes code repositories, builds threat models, verifies the exploitability of vulnerabilities, and generates repair patches by integrating with OpenAI Codex, significantly improving software security. In addition, OpenAI plans to provide free scanning services for non-commercial open-source projects to enhance the security of the entire open-source ecosystem.
【AiBase Highlights:】
🔍 Aardvark detects vulnerabilities by analyzing code repositories and building threat models.
🛡️ It can verify the exploitability of vulnerabilities and generate repair patches, enhancing software security.
🤝 OpenAI plans to offer free scanning services for non-commercial open-source projects, enhancing the security of the open-source ecosystem.
Details Link: https://openai.com/index/introducing-aardvark/
4. The World's First AI Font Generator "Dr Fonts©" Launches, Offering Free Trial Experience!
Dr Fonts© launched the world's first AI font generator V1.0 version, allowing users to try it for free via the official website. The tool supports creating custom fonts from images and provides personalized adjustment and management features, greatly improving the creative efficiency of designers and font enthusiasts.
【AiBase Highlights:】
🌟 The world's first AI font generator officially launches, offering free trial access.
🎨 Supports creating fonts from images and offers personalized adjustments and management.
🛠️ The tool is still in testing, with the development team continuously optimizing the user experience.
Details Link: https://drfonts.com/
5. China Academy of Information and Communications Technology (CAICT) and AI Research Institute Jointly Publish "Research Report on Large Model Integrated Machines (2025)"
This report thoroughly analyzes the technical evolution, industry dynamics, and application practices of large model integrated machines, providing enterprises with comprehensive references. The report points out that large model integrated machines are continuously improving in computing power and performance, and their application scenarios are gradually expanding, from intelligent customer service to intelligent manufacturing, promoting development across various industries.
【AiBase Highlights:】
🧠 The report outlines the technical development of large model integrated machines, emphasizing their significant progress in recent years.
🚀 Analyzes typical application scenarios and selection strategies of large model integrated machines, providing feasible suggestions for enterprises.
💡 Foresees new trends in the industrialization of large model integrated machine technology in our country, emphasizing the importance of building an intelligent ecological system.
6. Moonshot AI Releases Kimi Linear Architecture: KV Cache Reduced by 75%, Inference Speed Increased by 6 Times, Attention Mechanism Undergoes Revolutionary Innovation!
Moonshot AI's Kimi Linear architecture achieves a major breakthrough in the attention mechanism, significantly improving the speed and efficiency of model information processing through KDA technology, while dramatically reducing memory usage, providing a new solution for the AI field.
【AiBase Highlights:】
🧠 Kimi Linear architecture improves the memory efficiency of finite-state RNNs through KDA.
⚡ In a 1M token scenario, KV cache usage is reduced by 75%, decoding throughput is increased by 6 times.
🚀 Compared to traditional MLA, TPOT is increased by 6.3 times, suitable for scenarios requiring high speed and memory efficiency.
Details Link: https://github.com/MoonshotAI/Kimi-Linear/blob/master/tech_report.pdf
7. Canva Freely Releases Affinity Professional Design Suite, Challenging Adobe's Subscription Model Strongest
Canva launched Affinity V1.0, integrating vector drawing, image processing, and typesetting functions into a completely free platform, causing a major transformation in the design software market. Its modular architecture and cross-platform support improve creative efficiency, while AI features enhance the user experience and restructure the business model to challenge Adobe's subscription model.
【AiBase Highlights:】
✅ Affinity V1.0 integrates vector, image, and typesetting functions, offering professional capabilities comparable to Adobe.
💡 Canva Pro members unlock AI technologies, improving creative efficiency by over 40%.
🌐 Full platform synchronization, supporting team collaboration and cross-device editing, forming a closed-loop ecosystem.
Details Link: https://www.affinity.studio/
8. Chrome Canary Adds Gemini AI Features: Nano Banana and Deep Search Officially Launch
The Chrome Canary browser has added two new features driven by Gemini AI: Nano Banana and Deep Search, used for image generation and topic research respectively. These features aim to improve users' creativity and information retrieval efficiency and lay the foundation for the browser's transformation into an AI workspace.
【AiBase Highlights:】
✨ Nano Banana is an image generation feature that allows users to directly input descriptions to generate images.
🔍 Deep Search provides structured and expandable research results, helping users quickly find information.
🌐 The Chrome team is turning the new tab page into an AI launch screen, with future support for more contextual interaction features.
