机器之心报道 机器之心编辑部 在软件领域，Vibe Coding 的核心在于：让开发者摆脱繁琐、低产出的代码编写，把体力活交给 AI，从而专注于更高维度的产品迭代与创意探索 —— 追求的是 效 率 + 创意 的双重突破。 这种范式，正在迁移到影像创作领域 —— Vibe F ilmma king 。 传统上，制作一部影片需要编剧、导演、演员、摄影、音效、后期等多条战线协作；而在 Video Ocean 协作下，影视创作者可以一人完成所有职能 —— 只需几分 钟，Agent 即可自动完成分镜、画面、配音、字幕，生成结构完整、节奏在线的爆款视频 。 自小范围开放邀请码以来， Video Ocean 的全新功能迅速在 X、Reddit、YouTube 等平台刷屏。通过 AI Video Agent ，他们将原本需要数周的拍摄周期，缩短至 数天甚至数分钟 。创作者只需简短输入一句话： 「生成一条 2 分钟的橘色皮划艇猫咪冒险短片。」 AI 便能自动完成分镜、配音、字幕、剪辑，一气呵成。 在全球范围内，用户反馈高度一致： 生成流程顺畅，功能实用，任务导向明确 。许多海外创作者甚至分享了完整录屏，直言 —— 「我第一次只 ...

Core Viewpoint - The recent trend of "AI Tang Dynasty Fat Beauty" content on Douyin has gained significant popularity, with creators rapidly accumulating large followings and their works receiving thousands to tens of thousands of likes [1] Group 1: Advantages and Tools - The core advantage of this content format lies in its extremely low operational threshold, allowing users to generate complete video content through a tool called "Jidream AI" with just a few simple steps [3] - Many high-value projects have free and detailed tutorials available, avoiding unnecessary financial losses from paid training [3] Group 2: Operational Steps - The first step involves downloading and launching the Jidream App, where users can find the popular "Tang Dynasty Fat Beauty" template prominently displayed [4] - After entering the editing interface, users can modify preset prompts to create personalized works [7] - Upon submitting commands, the AI system generates four distinct images from which users can select one that best fits their aesthetic [9] - After selecting an image, users can add voice to the static image using the "Digital Human" feature, allowing the system to automatically synthesize a video [10] - The final step involves optimizing the video using editing software like Jianying, where users can add suitable background music to complete the production [16] Group 3: Application and Strategy - This type of content has a wide range of applications, including participation in platform revenue-sharing plans or recruiting students through teaching formats [17] - It serves as an effective strategy for increasing followers, laying the groundwork for future commercial models such as e-commerce [17]

Core Insights - The article highlights a potentially lucrative project in the AI video creation market, which is currently underappreciated but has significant growth potential [1] - The project leverages a discount system for bulk purchases of AI video generation codes, allowing for substantial profit margins [5][6] Industry Background - The production of AI videos appears accessible, but the operational costs are high, with individual video generation costs reaching several yuan, leading to a "burning money" situation for creators [3] - A low-cost resource acquisition channel has emerged through the sale of AI generation codes on platforms like Xianyu, which are priced over 30% lower than official channels [3] Project Mechanics - The project utilizes a group purchasing discount system from the official AI service provider, with discounts ranging from 35% to 50% based on purchase volume [6] - For example, a purchase of 250,000 yuan can yield a cost of 125,000 yuan, allowing for a profit margin of 15% to 20% when reselling at a markup [6] Sales Channels - Sales can be conducted through various e-commerce platforms such as Xianyu, Taobao, and Pinduoduo, as well as through social networks and private communities [8] Market Demand - The demand for low-cost content production tools is increasing as the user base for AI video grows, encompassing both professional studios and individual creators [9] - However, the project requires a starting capital of over 100,000 yuan, which may pose a challenge for individuals with limited funds [9] Project Viability - The project operates on an arbitrage model, capitalizing on information asymmetry by acquiring resources at a lower cost and selling them to end-users [14] - It is particularly suited for participants with sufficient startup capital, market familiarity, and sales capabilities [14] Recommendations - For interested individuals or teams, it is advisable to start with small-scale trials to validate the sales channels and models before scaling up investments based on market feedback [15]

Core Viewpoint - The article discusses the emergence of AI-generated content, particularly focusing on a viral advertisement created by the team "Too Short for Modeling," which showcases the advancements in AI video generation technology, specifically the Veo 3 model [2][3][4]. Group 1: AI Video Generation - The advertisement created by the team has garnered over 300,000 views on social media, highlighting the growing interest in AI-generated content [2]. - The Veo 3 model introduces a new "audio-visual synchronization" feature, significantly lowering the barriers to video creation and enhancing the practicality of AI in this field [4]. - The advertisement demonstrates impressive "character consistency," smoothly transitioning through 10 scenes within a minute while maintaining a high degree of stylistic uniformity [7]. Group 2: Technical Insights - The creators achieved this consistency through "hyper-specific prompting," which involves providing the AI model with detailed and context-rich instructions to minimize its creative freedom [9][10]. - Despite the advancements, AI-generated videos often face issues such as character appearance changes and object distortions, which are attributed to the underlying technology and training data limitations [8][14]. - The article outlines several reasons for these inconsistencies, including the model's reliance on probability rather than true understanding, challenges in maintaining coherence across frames, and the quality of training data [19][14]. Group 3: Creative Potential of AI - The article emphasizes the potential of AI as a "creative catalyst," suggesting that it can inspire innovative ideas, such as creating parallel universes for favorite movies [17][22]. - It encourages exploration of AI's capabilities in various creative domains, including website development and concept film production [24][25].

Core Viewpoint - The article discusses the resurgence of agricultural content on Bilibili, particularly through the creator "Mikujun," who has leveraged AI technology to create a series of videos that blend rural life with fantastical elements, attracting significant viewership and advertising interest [2][4][18]. Group 1: Content Creation and Popularity - "Mikujun" has created a series of videos titled "Wealth Creation Classics," which has garnered over 100 million views on Bilibili, with individual videos reaching millions of views [4]. - The content features unique stories of rural wealth generation, such as the fictional black water swamp village engaging in alien creature farming, which has resonated with audiences [5][12]. - The combination of rural themes with surreal elements has created a "magical realism" effect that appeals to contemporary viewers [24]. Group 2: Transition to AI and Production Process - "Mikujun" transitioned from traditional hand-drawn animation to AI-generated content due to creative bottlenecks and the need for efficiency [19][21]. - The use of AI has significantly reduced production time, allowing for the rapid creation of videos that would have previously taken days to produce [37]. - The creator has developed a workflow that includes AI-generated images and videos, followed by manual editing and voiceover, which has become a standard practice among AI video creators [30]. Group 3: Commercial Success and Future Plans - The rise of AI content creation has led to increased commercial opportunities, with "Mikujun" experiencing a doubling of income and project frequency since adopting AI [37]. - Future plans include expanding the "Wealth Creation Universe" and exploring new narrative settings, such as school and workplace environments [38]. - The creator aims to address challenges related to character consistency in AI-generated content to develop proprietary intellectual property [38].

Core Viewpoint - Google's new video model Veo3 and AI video creation product FLOW represent a significant advancement in video generation technology, enhancing usability and application scenarios for video editing and digital content creation [1][29]. Group 1: Features of Veo3 and FLOW - Veo3 can generate videos with corresponding ambient sounds and synchronized speech, greatly improving the usability for video editing software and digital avatars [2][29]. - FLOW allows for the generation of both images and videos, supports video extension and trimming, and enables users to compile selected clips into a complete video [2][15]. Group 2: Testing and Applications - Testing of Veo3 demonstrated accurate lip-syncing and sound effects, even with complex animations, showcasing its potential for various applications [4][6]. - The model can generate diverse scenes, such as a character explaining gravity under an apple tree, indicating its capability for educational content [7]. - Veo3 can also create ASMR videos by generating realistic environmental sounds, expanding its application in content creation [8][9]. Group 3: FLOW Usage Tutorial - FLOW provides a user-friendly interface for creating projects, where users can input prompts to generate videos [15][16]. - The platform supports three main video generation methods: text-to-video, image-to-video, and material-to-video, although it currently does not allow for external image uploads [20]. - Users can edit and arrange scenes, with the ability to download videos in high definition, although sound may require specific steps to be included [21][26]. Group 4: Conclusion and Future Implications - The integration of sound generation, speech synthesis, and lip-syncing in Veo3 marks a significant upgrade in video modeling, similar to the advancements seen with the release of the 4o image model [29]. - The potential for new applications and products in various industries is vast, as demonstrated by the capabilities of Veo3 and FLOW [29].