Marey :The Rival to All Video AI Model🎥✨

From revolutionizing filmmaking to reshaping gameplay and setting new standards for transparency, the AI landscape is moving faster than ever. Moonvalley’s Marey introduces a breakthrough in video creation—an AI-powered platform offering filmmakers studio-grade control over motion, style, and camera dynamics. Meanwhile, Mirage redefines gaming as we know it with the world’s first real-time AI-native UGC game engine, enabling players to shape entire photorealistic worlds on the fly. And as these powerful tools emerge, ethical governance takes center stage with Claude leading the charge on responsible AI development—championing a flexible transparency framework to keep frontier AI both innovative and accountable.

Let’s dive into the key updates shaping the next-gen AI ecosystem.

Precision AI for Next-Gen Video Creation

Marey is an advanced AI-powered video creation platform developed by Moonvalley, designed for filmmakers who demand studio-grade quality and frame-perfect control. It offers a suite of precision tools including pose transfer, camera control, motion transfer, and trajectory control, allowing users to guide motion, shape performances, and direct cinematic camera moves with ease. Marey transforms 2D scenes into 3D environments for dynamic camera work and enables users to extract and reapply motion from reference videos while maintaining expressive intent and natural physics. The system is trained on licensed, high-resolution cinematic footage, ensuring commercially safe and artifact-free outputs with rich detail, natural lighting, and lifelike motion. Marey supports composable layers, letting creators add motion, style, or camera direction without disrupting the structure of their projects, and it adheres closely to user prompts for consistent, cinematic results. Now publicly available, Marey is positioned as an ethical AI filmmaking tool that empowers creators rather than replacing them, and it integrates natively with workflows like Comfy through its API and other resources.

The World’s First Real-Time AI UGC Game Engine

Mirage is the world’s first AI-native user-generated content (UGC) game engine powered by real-time world models, allowing anyone to generate, modify, and play entire game worlds live through natural language, keyboard, or controller input. Unlike traditional games built level by level by expert designers, Mirage enables dynamic, interactive, and sustained gameplay experiences that evolve with each player’s actions, supporting genres from racing to RPGs. Its cutting-edge, transformer-based diffusion model is trained on a vast dataset of diverse and human-recorded gameplay, enabling photorealistic visuals, extended interactive sequences, and instant world updates without pre-scripting. Playable via cloud streaming at 16 FPS, Mirage offers multimodal control, infinite replayability, and seamless integration of user prompts for real-time world generation, representing a leap beyond earlier AI game systems like AI Doom, Genie, and AI Minecraft. Developed by a world-class team from leading tech and gaming companies, Mirage signals a new era where games are imagined, prompted, and lived—making real-time generative play accessible to everyone.

Claude Leads the Way in Ethical AI Governance

As AI technology rapidly advances, ensuring transparency in the development of frontier AI systems is critical for public safety and accountability. A proposed transparency framework targets only the largest and most capable AI model developers, setting clear disclosure requirements for safety practices without burdening smaller innovators. Key elements include requiring public disclosure of Secure Development Frameworks—detailing how risks like chemical, biological, or autonomous harms are assessed and mitigated—and publishing system cards that summarize testing and evaluation procedures. This approach is intentionally flexible to keep pace with evolving technology and avoids rigid standards that could stifle innovation. The framework also emphasizes legal accountability, protecting whistleblowers and prohibiting false statements about compliance. By establishing lightweight, adaptable standards, this transparency initiative aims to set a baseline for responsible AI development, enabling policymakers and the public to distinguish between safe and unsafe practices while preserving the agility needed for continued progress and innovation in the field.

Hand Picked Video

In this video, you’ll learn the essentials of prompt engineering from our free workshop recording. We cover the basics of effective prompt structure, ready-to-use formulas for text, image, and video generation, real-world use cases, and future trends in AI prompting. Whether you're a beginner or looking to level up, this workshop is a great place to start.

Top AI Products from this week

• Clueso - Clueso is the fastest and easiest way to create stunning product videos. It converts raw screen recordings into studio-quality videos and step-by-step articles in minutes. No editing or design skills needed.

• Tile - Build and ship App Store ready mobile apps with AI agents. Design visually with full control. Agents handle auth, payments, CMS & more. Tile gives you full-code output and built-in infra so you can launch real apps, fast, without DevOps.

• xmcp - Designed with DX in mind, this open-source project streamlines development and makes it easier to build and deploy powerful tools on the Model Context Protocol ecosystem.

• Molku AI - Stop copying data by hand. Molku pulls the fields you choose from any document and drops them into PDFs or Google Sheets. One setup, unlimited runs. Works with scans, Word, Excel, CSV, Handwritten and etc. Free tier, shareable link. Try for Free!

• Vapi - Build, test and deploy voicebots in minutes rather than months.

• Emergent 2.0 - Build real products with Emergent's vibe-coding platform. Emergent AI creates production-ready applications from natural language—no developers required.

This week in AI

• Gemini API Batch Mode - Process massive jobs asynchronously at 50% less cost. Upload your data, run high-throughput tasks, and get results within 24 hours—no real-time response needed.

• ChatGPT ‘Study Together’ Test - ChatGPT is testing a “Study Together” mode, prompting users to answer questions for active learning—possibly even supporting group study sessions soon.

• Biological AI Breakthrough - Australian scientists unveiled PROTEUS, a system using directed evolution in mammal cells to rapidly design new molecules and enhance gene therapies and medicines.

• Hunyuan3D-PolyGen Launch - Tencent unveils Hunyuan3D-PolyGen, the first art-grade 3D generative model with intelligent retopology, high-detail meshes, and pro-ready outputs for artists and game devs.

• Mayo Clinic AI Spots Infections - Mayo Clinic’s new AI tool detects surgical site infections from patient-submitted photos with 94% accuracy, enabling faster, remote postoperative care and early intervention.