Welcome to the "AI Daily" section! 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 to help you understand technology trends and innovative AI product applications.

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1. Xiaohongshu Open-Source InstanceAssemble! A lightweight layout-controllable generation framework, achieving breakthroughs in the accuracy of complex multi-instance image generation

The InstanceAssemble framework developed by Xiaohongshu has made significant breakthroughs in the field of layout-controllable image generation. Through cascaded modeling and Assemble-Attention mechanisms, it significantly improves spatial alignment accuracy and semantic consistency in complex scenarios. It also has extremely low parameter increment and strong compatibility, providing an industrial-level solution for high-demand scenarios such as e-commerce and design.

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【AiBase Highlights:】

🧠 Cascaded modeling and Assemble-Attention mechanisms effectively solve the problem of multiple objects stacked together.

📉 Extremely lightweight and compatible with mainstream base models, with a parameter increment as low as 0.84%.

📊 Self-built DenseLayout benchmark promotes standardized evaluation of layout alignment.

Details: https://arxiv.org/abs/2509.16691

2. Lingguang releases new data, users successfully created 12 million flash apps within one month

The article introduces that within one month of its launch, users of the Lingguang AI assistant successfully created 12 million flash apps, demonstrating its wide application in daily life and the release of user creativity.

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【AiBase Highlights:】

📱 Flash apps allow users to quickly create small apps without programming.

💡 Flash apps meet users' personalized, situational, and immediate needs.

🚀 Lingguang ranks among the top 10 weekly active users of AI-native apps.

3. Kuankan Comics Joins MiniMax to Launch AI Interactive Comics, Top IP Sets the Stage for Immersive Experience

Kuankan Comics and MiniMax have jointly launched AI-paired interactive comics, making comic characters "come alive" through AI technology, enabling multimodal interaction and deep emotional connection, marking the entry of the comic industry into the "fourth track of AI experience."

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【AiBase Highlights:】

🤖 AI technology makes comic characters interactive and emotionally connected.

🎨 Kuankan Comics and MiniMax collaborate to launch AI-paired interactive comics.

🌐 The product marks the entry of the comic industry into the "fourth track of AI experience."

4. 2.6B Parameters Outperform Billion-Level Giants! Liquid AI Releases Latest Experimental Model LFM2-2.6B-Exp

Liquid AI's LFM2-2.6B-Exp model, with its powerful performance and efficient edge deployment capabilities, has become a breakthrough in the field of small models.

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【AiBase Highlights:】

🧠 An experimental model driven purely by reinforcement learning, without the need for supervised fine-tuning or large teacher model distillation.

⚡ Performs well in multiple benchmarks, especially surpassing billion-level models in instruction following capabilities.

📦 Fully open source, supports edge device deployment, accelerating the popularization of edge AI.

Details: https://huggingface.co/LiquidAI/LFM2-2.6B-Exp

5. Standing Up to Doubao! Lenovo's Strategic AI at CES: The "Super Intelligent Agent" That Integrates PC and Mobile Ecosystem Is Here

Lenovo unveiled a strategic AI super intelligent agent at CES, aiming to compete with ByteDance's Doubao mobile assistant. This intelligent agent can integrate Motorola phones, Lenovo PCs, tablets, and wearable devices, achieving seamless integration across devices and systems, and deeply learning user habits. Lenovo, with its solid hardware foundation, has an advantage in system-level embedding permissions, allowing it to efficiently manage multiple intelligent agents in the background and improve the user experience.

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【AiBase Highlights:】

📱 Lenovo launches a strategic AI super intelligent agent, integrating multi-device ecosystems.

💻 Competes with ByteDance's Doubao mobile assistant, Lenovo has hardware advantages.

🔄 The intelligent agent can deeply learn user habits and achieve seamless cross-terminal integration.

6. Just 5 Minutes 'Fast Track': Research Shows Humans Can Identify AI-Generated Face Images Through Targeted Training

This study reveals that through short-term visual training, humans can significantly improve their ability to identify AI-generated faces. This provides a new solution to address the security risks posed by AI fake faces.

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【AiBase Highlights:】

🦷 AI-generated faces often reveal clues in details like tooth arrangement, hairline edges, and ear symmetry.

⏱️ Short-term training works: About 5 minutes of targeted learning significantly improves the ability of both ordinary people and experts to identify AI images.

🛡️ This research aims to prevent real-world security risks such as social fraud and identity verification bypass using AI fake faces.

Details: https://dx.doi.org/10.1098/rsos.250921

7. OpenAI Plans to Raise up to $100 Billion, Valuation May Reach $830 Billion

OpenAI is actively seeking up to $100 billion in funding to support its growth plans. If successful, OpenAI's valuation could reach $830 billion. However, the specific terms of the financing and investor demands remain uncertain.

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【AiBase Highlights:】

💰 OpenAI is seeking up to $100 billion in funding to support its growth plans.

📈 If successful, this round of funding would bring OpenAI's valuation to $830 billion.

🔄 The financing is still in the early stages, and investor demands are still uncertain.

8. ChatGPT Will Launch "Skills!" Internal Code Name "Hazelnut," Composable, Portable, Supports Code, May Launch in Early 2026

The article introduces OpenAI's new feature for ChatGPT called "Skills," which shares a similar design concept with Anthropic's Claude Skills but emphasizes modularity, executability, and cross-platform reusability. This feature is expected to launch in January 2026 and will change the way users collaborate with AI.

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【AiBase Highlights:】

✨ Skills is a new feature of ChatGPT, organized in folders, containing instructions, context, examples, and even executable code.

🔄 Skills can be automatically recognized, dynamically loaded, and combined by AI, supporting one-click conversion of existing GPTs into Skills.

🚀 Skills have composability, portability, efficiency, and scalability, defining a new standard for AI capabilities.