Alternatives to spAItial

Most AI video tools hand you a black box: closed weights, a subscription, and no way to see what is happening under the hood. LTX takes the opposite approach. Built by Lightricks, LTX is an open foundation model that generates and simulates across video, audio, and the physical world, and it puts the weights, the code, and the control in your hands. At the center of the model is LTX-2.5, a 22B-parameter dual-stream diffusion transformer that produces native 4K video at up to 50 frames per second, with audio and video generated together in a single pass rather than stitched together afterward. Artificial Analysis, an independent benchmarking group, currently ranks LTX among the top three AI video models in the world. You choose how you want to use it. Download the open weights and run LTX-2.5 on your own hardware. License the model for on-premise deployment backed by enterprise support. Or build directly on LTX Studio, the production suite that turns the model into a full creative workflow. Companies like ElevenLabs, Asteria Film Co., Magnopus, and NVIDIA already rely on LTX for their own work. LTX is not built for one-off social clips. It is infrastructure for teams that generate motion, audio, and physical environments as part of their own products and pipelines.

Genie 3 represents DeepMind's innovative leap in general-purpose world modeling, capable of real-time generation of immersive 3D environments at 720p resolution and 24 frames per second, maintaining consistency for several minutes. When provided with textual prompts, this advanced system fabricates interactive virtual landscapes that allow users and embodied agents to explore and engage with natural occurrences from various viewpoints, including first-person and isometric perspectives. One of its remarkable capabilities is the emergent long-horizon visual memory, which ensures that environmental details remain consistent even over lengthy interactions, retaining off-screen elements and spatial coherence when revisited. Additionally, Genie 3 features “promptable world events,” granting users the ability to dynamically alter scenes, such as modifying weather conditions or adding new objects as desired. Tailored for research involving embodied agents, Genie 3 works in harmony with systems like SIMA, enhancing navigation based on specific goals and enabling the execution of intricate tasks. This level of interactivity and adaptability marks a significant advancement in how virtual environments can be experienced and manipulated.

Atlas represents an advanced omni world model designed for spatial intelligence, seamlessly engaging with text, images, video, and 3D data. As a sophisticated multimodal autoregressive diffusion transformer, it integrates various inputs into a common spatial framework while predicting subsequent elements and ensuring coherence in 3D with its observations and creative visions. This powerful model facilitates world generation, reconstruction, and simulation across diverse applications. It possesses the capability to produce images and videos based on one or multiple reference images, offering precise camera control to yield lengthy and coherent videos following custom-designed camera trajectories. In terms of spatial reconstruction, Atlas excels at reimagining real-world environments from limited input images, allowing it to generate unique perspectives and deliver explicit 3D outputs like point clouds and 3D Gaussian splats. With the addition of more input views, the model can further enhance context, leading to increasingly accurate reconstructions with less reliance on imagination. Furthermore, Atlas also analyzes and predicts the evolution of worlds over time, adding a dynamic layer to its capabilities.

NVIDIA Cosmos serves as a cutting-edge platform tailored for developers, featuring advanced generative World Foundation Models (WFMs), sophisticated video tokenizers, safety protocols, and a streamlined data processing and curation system aimed at enhancing the development of physical AI. This platform empowers developers who are focused on areas such as autonomous vehicles, robotics, and video analytics AI agents to create highly realistic, physics-informed synthetic video data, leveraging an extensive dataset that encompasses 20 million hours of both actual and simulated footage, facilitating the rapid simulation of future scenarios, the training of world models, and the customization of specific behaviors. The platform comprises three primary types of WFMs: Cosmos Predict, which can produce up to 30 seconds of continuous video from various input modalities; Cosmos Transfer, which modifies simulations to work across different environments and lighting conditions for improved domain augmentation; and Cosmos Reason, a vision-language model that implements structured reasoning to analyze spatial-temporal information for effective planning and decision-making. With these capabilities, NVIDIA Cosmos significantly accelerates the innovation cycle in physical AI applications, fostering breakthroughs across various industries.

WorldClaw represents a comprehensive framework that facilitates the generation of expansive, freely navigable, and modifiable 3D open worlds, all derived from open-ended text prompts. Instead of constructing an entire world in one go, it employs a strategy that transitions from a broad overview to detailed regional features, ensuring spatial coherence while enriching local attributes. Initially, planning agents convert the text prompt into a structured scene specification that includes regions, terrain, assets, materials, visual aesthetics, and spatial arrangements. It establishes a globally consistent terrain base by utilizing semantic layouts, reusable assets, generative or procedural materials, and height fields that are sensitive to regional context. For areas that demand more intricate detail, WorldClaw generates terrain-conditioned compositions, reconstructs editable textured meshes, and appropriately places them within the scene. Subsequently, render-based agents enhance the terrain geometry, fine-tune object appearances, optimize arrangements, and ensure proper interactions with the surrounding environment. This multi-layered approach allows for both the creation of vast landscapes and the intricate detailing needed for immersive exploration.

Odyssey-2 Max is an advanced, real-time world simulation model that transcends conventional generative AI by learning the dynamics of the physical world and facilitating ongoing, interactive settings. As the third iteration in the Odyssey-2 series, it boasts a remarkable increase in scale, featuring three times more parameters and ten times the computational power compared to its predecessor, Odyssey-2 Pro, which fosters new emergent behaviors and enhances the stability and realism of simulations. Crafted to accurately replicate physics, human movement, interactions, and environmental changes in real time, it offers continuous visual output that adapts instantaneously to user commands rather than relying on fixed video clips. In contrast to traditional video models that produce short, predetermined sequences, Odyssey-2 Max enables the creation of extensive simulations that evolve in real time, allowing users to engage with a dynamically unfolding environment. This innovative approach redefines user interaction, making every session unique and immersive as the simulation adapts to each new input.

Genie 4 is a multimodal AI world simulation model developed by Google DeepMind for generating realistic, interactive environments from text prompts and visual references. The model produces explorable virtual worlds in real time, allowing users to navigate scenes and control camera perspectives using standard keyboard inputs. Its visual generation capabilities support photorealistic environments, dynamic lighting, fluid movement, and interactive objects. Genie 4 introduces native audio generation, creating environmental sounds, ambient effects, and interactive dialogue that respond to simulated events. Its physics capabilities simulate aerodynamics, collisions, object interactions, and human movements to improve the realism of virtual experiences. Real-time scene steering allows users to change weather conditions, introduce new characters or objects, and modify environments using natural language instructions. Integration with Gemini 3.8 Flash enables AI-guided planning, scene monitoring, and multistep event execution within generated environments. Potential applications include robotics training, autonomous agent simulation, game prototyping, film previsualization, historical reconstruction, and interactive education. Genie 4 is currently available to selected research partners, with broader access planned for Google AI Ultra subscribers through Project Genie and early developer partners through Google AI Studio and the Gemini API.

Reactor is currently developing an essential layer for world models and is inviting users to engage with real-time world models in an early preview. The core of its product strategy revolves around worlds that are generated on the spot, allowing for instantaneous creation of pixels, sounds, and actions, which transforms user interaction with both software and the tangible world. This preview marks the beginning of a new era, enabling users to explore AI-generated environments powered by a global low-latency infrastructure. Reactor is dedicated to pioneering the next wave of AI, focusing on real-time world models that can be navigated by people, agents, and robots in a frame-by-frame manner. Instead of merely presenting generated video as a passive viewing experience, Reactor envisions interactive spaces that can be lived in, manipulated, and molded as they unfold. The research and product development prioritize real-time interactions, inference, customizable world models, and systems capable of making dynamic visual settings responsive enough for live engagement, paving the way for a more immersive experience. This innovative approach aims to redefine the boundaries of digital interaction, merging creativity with cutting-edge technology.

Happy Oyster is a dynamic AI platform that serves as a world model, enabling users to create, investigate, and continually refine immersive 3D environments using straightforward prompts. Rather than generating a static result, it functions as a responsive ecosystem that adapts in real time to user interactions, allowing for updates to scenes based on commands delivered through text, voice, or visual inputs. The platform promotes multimodal engagement and upholds consistent physical principles such as lighting, gravity, and motion, ensuring that the environments act like coherent, enduring worlds instead of fragmented scenes. It features two primary modes: Directing, where users have the power to steer scenes, modify camera perspectives, control characters, and influence unfolding narratives; and Wandering, which allows users to delve into an infinitely expansive world from a first-person viewpoint, freely navigating beyond the initial frames. This dual functionality enhances user experience by providing both creative control and exploratory freedom.

Real Horizons' Spatial Studio stands out as the leading platform for spatial visualization, designed to convert unrefined footage into engaging 3D experiences using advanced techniques like Gaussian Splatting, 360° panoramas, and Google 3D Maps. This innovative tool simplifies intricate 3D production into a seamless publishing process, integrating capture, generation, authoring, and real estate-ready presentations all within a single framework. The Unified Spatial Engine seamlessly merges Google 3D Maps, 360° panoramas, and Gaussian Splats into a cohesive narrative, enabling users to transition effortlessly from a broader neighborhood overview to intricate room details using the same set of tools. With Cloud Splat Generation, users can transform raw video, images, or photogrammetry into optimized splats in the cloud, equipped with quality presets, LOD management, and alignment suitable for publishing. Moreover, the Interactive Storytelling feature empowers users to embed annotations, calls to action, hotspots, fly-throughs, floor plans, and unit selectors directly within the scene, directing viewer focus and customizing tours for various marketing campaigns. This comprehensive approach not only enhances user engagement but also streamlines the entire visualization process, making it more intuitive and effective for diverse applications.

SKY-001 is an innovative engineering world model introduced by Skyfall AI, designed to create structured visual design plans based on user prompts, reference images, and spatial parameters. It disassembles engineered entities into distinct assemblies and components, subsequently forecasting the sequences for sketches and 3D construction states related to each part. The capabilities of this model are showcased through computer-aided design (CAD) tasks, including the reconstruction of mechanical assemblies, as well as in building information modeling (BIM) tasks, which involve translating building outlines and specifications into detailed floor plans. Its hierarchical approach allows for parallel exploration of various design candidates, enhances the refinement of component geometries, and facilitates planning across numerous construction phases. Skyfall AI promotes SKY-001 as a research tool for applications in design and engineering, while also hinting at possible expansions into other areas of physical design. Those interested in utilizing this innovative tool can find a link to join a waitlist for future access on the product page, ensuring they remain updated on its public release. This model represents a significant step forward in the integration of artificial intelligence into practical design workflows.

Marble is an innovative AI model currently undergoing internal testing at World Labs, serving as a variation and enhancement of their Large World Model technology. This web-based service transforms a single two-dimensional image into an immersive and navigable spatial environment. Marble provides two modes of generation: a smaller, quicker model ideal for rough previews that allows for rapid iterations, and a larger, high-fidelity model that, while taking about ten minutes to produce, results in a far more realistic and detailed output. The core value of Marble lies in its ability to instantly create photogrammetry-like environments from just one image, eliminating the need for extensive capture equipment, and enabling users to turn a singular photo into an interactive space suitable for memory documentation, mood board creation, architectural visualization previews, or various creative explorations. As such, Marble opens up new avenues for users looking to engage with their visual content in a more dynamic and interactive way.

SuperSplat is the premier solution for editing and enhancing 3D Gaussian splats. Its user-friendly interface is equipped with robust selection tools that simplify the cleanup process of your splats. Developed on the advanced PlayCanvas engine runtime and utilizing the PCUI front-end framework, SuperSplat offers a lightweight and efficient visual editing environment that is entirely browser-based. There is no need for downloads or installations, making it incredibly accessible. Operating seamlessly with the widely-used PLY file format, SuperSplat is compatible with any engine of your choice. Thanks to the PlayCanvas engine's capabilities, it can effortlessly manage even the most complex 3D Gaussian splat scenes. Users can easily select splats for removal, as well as translate and rotate their scenes according to their needs. Additionally, you can save your work in PLY, compressed PLY, or SPLAT formats. 3D Gaussian splatting presents an innovative technique for generating photorealistic 3D scenes derived from photogrammetry, yet sometimes the captured splats require adjustments for optimal results. Therefore, SuperSplat emerges as an essential tool for artists and developers looking to refine their visual creations.

Starchild-1 represents a groundbreaking advancement in real-time multimodal world modeling, designed to simultaneously replicate both visual and auditory experiences. In contrast to traditional language models that derive knowledge solely from text, world models like Starchild-1 learn from the actual environment through the analysis of pixels, movements, and actions captured in extensive video data, thereby gaining the ability to comprehend and simulate the evolving nature of the world. This innovative model surpasses previous world models, which typically concentrated only on visual output, by autoregressively generating coordinated audio and video in response to real-time user interactions. Rather than generating a static video segment, it forecasts the forthcoming audio and visual states of a scenario, influenced by historical data and real-time inputs, facilitating a dynamic interplay of environments, dialogues, background sounds, and world interactions. Users can actively contribute text, speech, and actions to the model as it operates, resulting in a continuously shifting auditory and visual landscape. This level of interactivity allows for a rich and immersive experience, reshaping how users engage with simulated environments.

Splat Labs is a cutting-edge cloud platform designed for 3D reality capture, enabling users to swiftly capture, host, and share immersive digital twins using Gaussian Splat technology. This platform allows for the visualization of photorealistic 3D environments across all devices, eliminating the need for additional software, plugins, or downloads. Utilizing Gaussian Splatting, it renders visuals as countless tiny 3D Gaussian blobs that possess distinct positions, colors, and opacities, ensuring a lifelike experience that can achieve over 90 frames per second in a web browser. Splat Labs seamlessly integrates with various existing capture methods, such as LiDAR, photogrammetry, and drones, along with tools like Postshot, Polycam, XGRIDS, DJI, Luma AI, Kiri Engine, and PortalCam. The platform transforms raw splat files into interactive digital twins accessible to your entire team, allowing for a simple upload and instant sharing via a single link. Users can not only measure distances and areas within the 3D environment but also generate AI-driven floor plans, enhance spaces with virtual staging, and analyze changes over time through 4D timelines, offering a comprehensive toolkit for spatial analysis and design. This makes Splat Labs an invaluable resource for teams looking to innovate in the realm of 3D visualization and collaboration.

HunyuanWorld-1.0 is an open-source AI framework and generative model created by Tencent Hunyuan, designed to generate immersive, interactive 3D environments from text inputs or images by merging the advantages of both 2D and 3D generation methods into a single cohesive process. Central to the framework is a semantically layered 3D mesh representation that utilizes 360° panoramic world proxies to break down and rebuild scenes with geometric fidelity and semantic understanding, allowing for the generation of varied and coherent spaces that users can navigate and engage with. In contrast to conventional 3D generation techniques that often face challenges related to limited diversity or ineffective data representations, HunyuanWorld-1.0 adeptly combines panoramic proxy creation, hierarchical 3D reconstruction, and semantic layering to achieve a synthesis of high visual quality and structural soundness, while also providing exportable meshes that fit seamlessly into standard graphics workflows. This innovative approach not only enhances the realism of generated environments but also opens new possibilities for creative applications in various industries.

GWM-1 is Runway’s first family of General World Models created to interact dynamically with simulated reality. Built on Gen-4.5, the model produces real-time, action-conditioned video rather than static imagery alone. GWM-1 allows users to control environments through camera motion, robotics commands, events, and speech inputs. It generates coherent visual scenes that persist across movement and time. The model supports synchronized video, image, and audio generation for immersive simulation. GWM-1 is designed to learn from interaction and trial-and-error rather than passive data consumption. It enables realistic exploration of both physical and imagined worlds. Runway positions GWM-1 as foundational technology for robotics, training, and creative systems. The model scales across multiple domains without manual environment design. GWM-1 marks a shift toward experiential AI systems.

Odyssey-3 represents an advanced foundational world model and dynamic system that forecasts the movement and interaction of objects across space while tracking the evolution of various situations over time. Utilizing an autoregressive diffusion transformer, it captures representations related to physics, dynamics, and the principles of cause-and-effect from an extensive collection of visual data, enabling it to simulate environments effectively and develop strategies for managing physical systems. Additionally, Odyssey-3 is capable of creating immersive environments based on user prompts and can instantly predict how these environments shift in response to actions taken by individuals or agents, featuring both first-person and third-person navigation along with flexible camera controls. The extensive world knowledge it acquires can be tailored to various systems by retraining an action decoder or policy using paired data of observations and corresponding actions. Even with limited amounts of task-specific data, Odyssey-3 has demonstrated its utility in controlling robotic arms, powering humanoid robots, operating vehicles, and producing synchronized multi-sensory observations. Furthermore, it is capable of facilitating interactive experiences that enhance user engagement and understanding.

Project Genie is a real-time world generation prototype developed by Google AI. It enables users to create immersive, interactive environments from text descriptions or images. Instead of loading static scenes, Genie generates the world dynamically as you explore. Users can build characters and navigate environments using different movement styles such as walking, flying, or driving. The system supports diverse world types, from photorealistic natural settings to imaginative alien landscapes. Genie responds to user actions with physics, memory, and environmental changes. Each world expands infinitely, creating a sense of continuous exploration. The platform demonstrates how AI can power interactive simulations without prebuilt maps. Project Genie is part of Google’s early research into generative environments. It offers a glimpse into how AI could transform games, simulations, and creative tools.

Seed3D 1.0 serves as a foundational model pipeline that transforms a single image input into a 3D asset ready for simulation, encompassing closed manifold geometry, UV-mapped textures, and material maps suitable for physics engines and embodied-AI simulators. This innovative system employs a hybrid framework that integrates a 3D variational autoencoder for encoding latent geometry alongside a diffusion-transformer architecture, which meticulously crafts intricate 3D shapes, subsequently complemented by multi-view texture synthesis, PBR material estimation, and completion of UV textures. The geometry component generates watertight meshes that capture fine structural nuances, such as thin protrusions and textural details, while the texture and material segment produces high-resolution maps for albedo, metallic properties, and roughness that maintain consistency across multiple views, ensuring a lifelike appearance in diverse lighting conditions. Remarkably, the assets created using Seed3D 1.0 demand very little post-processing or manual adjustments, making it an efficient tool for developers and artists alike. Users can expect a seamless experience with minimal effort required to achieve professional-quality results.

Odyssey-2 Pro represents a groundbreaking general-purpose world model that allows for the generation of continuous, interactive simulations, which can be seamlessly integrated into various products through the Odyssey API, akin to the significant impact that GPT-2 had on language processing. This model is developed using extensive video and interaction datasets, enabling it to understand the progression of events frame-by-frame and produce simulations that last for minutes, rather than just brief static clips. With its enhanced physics, richer dynamics, more lifelike behaviors, and clearer visuals, Odyssey-2 Pro streams 720p video at approximately 22 frames per second, providing immediate responses to user prompts and actions. Furthermore, it facilitates the integration of interactive streams, viewable streams, and parameterized simulations into applications through straightforward SDKs available in both JavaScript and Python. Developers can incorporate this powerful model with fewer than ten lines of code, allowing them to craft open-ended, interactive video experiences that dynamically change based on user interactions, thus enhancing the overall engagement and immersion. This capability not only revolutionizes how simulations are utilized but also opens the door for innovative applications across various industries.

Our API facilitates the streaming of 3D scene information into ComfyUI diffusion-driven workflows. It is made available through our web editor, which empowers users to guide image generation using 3D elements. The platform accommodates custom workflows and LoRAs, catering to teams and enterprises that are integrating AI into their production processes. At Playbook, we are committed to the idea that AI can significantly enhance the quality of work, and achieving this requires seamless integration between the model, application, and final product. Users retain ownership of the assets generated through our platform, provided that the inputs used do not infringe on the copyrights of others. As spatial computing (AR/VR) continues to gain traction, along with the growing demand for visual effects (VFX), the necessity for an efficient 3D production pipeline that can deliver real-time content at an accelerated pace becomes increasingly evident. Playbookengine.com serves as a diffusion-based rendering engine designed to expedite the journey from concept to final image using AI technology. Accessible through both a web editor and an API, it also supports scene segmentation and re-lighting features, enhancing the creative possibilities for users.

Agora-1 is an innovative multi-agent world model that facilitates real-time interaction among several participants, whether they are human or AI, within a shared world simulation. This model represents the inaugural installment in a sequence of multi-agent world models aimed at uncovering new shared experiences in various fields such as gaming, robotics, defense, education, and foundational models. Traditionally, world models have excelled at creating high-fidelity simulations of diverse environments but were limited by the fact that only one active participant could engage with these simulated worlds at a time. With Agora-1, the concept of multi-agent world simulations is brought to life, enabling as many as four players to engage simultaneously in the same generated environment. These players are immersed in a competitive deathmatch simulation, where each participant interacts with the same world concurrently, as the model adeptly simulates player actions, manages a unified world state, and streams the rendered visuals to every player, enhancing the immersive experience. This advancement paves the way for more collaborative and interactive engagements in various domains.

FLUX.2 [max] represents the pinnacle of image generation and editing technology within the FLUX.2 lineup from Black Forest Labs, offering exceptional photorealistic visuals that meet professional standards and exhibit remarkable consistency across various styles, objects, characters, and scenes. The model enables grounded generation by integrating real-time contextual elements, allowing for images that resonate with current trends and environments while clearly aligning with detailed prompt specifications. It is particularly adept at creating product images ready for the marketplace, cinematic scenes, brand logos, and high-quality creative visuals, allowing for meticulous manipulation of color, lighting, composition, and texture. Furthermore, FLUX.2 [max] retains the essence of the subject even amid intricate edits and multi-reference inputs. Its ability to manage intricate details such as character proportions, facial expressions, typography, and spatial reasoning with exceptional stability makes it an ideal choice for iterative creative processes. With its powerful capabilities, FLUX.2 [max] stands out as a versatile tool that enhances the creative experience.

V2Fun is a comprehensive, browser-based platform that utilizes AI to facilitate the creation of 3D models and animations from text prompts, reference images, and standard videos. This innovative tool enables users to produce concept images that are not only structurally accurate but also perspective-correct, while generating high-quality assets from both single and multi-view images through advanced text processing. With features like built-in prompt optimization, it enhances inputs with spatial perspective, physically based rendering (PBR) materials, and detailed texture parameters. Additionally, its image-to-3D and text-to-3D engines maintain the artistic style, character characteristics, structural integrity, and natural lighting of the original inputs, allowing for quick iterations across various applications such as character creation, scene design, game assets, industrial models, and objects suitable for 3D printing. The platform's intelligent retopology feature delivers clean, lightweight, and editable quad meshes without compromising surface intricacy, while its AI-driven texture generator efficiently creates or replaces entire sets of PBR materials that include precise lighting, bump, gloss, and roughness data. As a result, users can seamlessly integrate various elements into their projects, enhancing creativity and productivity in the 3D design process.

Odyssey-2 represents a cutting-edge interactive video technology that allows for immediate and real-time video generation that users can engage with. Simply enter a prompt, and the system promptly starts streaming several minutes of video that reacts to your input. This innovation transforms video from a traditional playback experience into a responsive, action-sensitive stream: the model operates in a causal and autoregressive manner, crafting each frame based on previous frames and your actions instead of adhering to a set timeline, which enables a seamless adaptation of camera perspectives, environments, characters, and narratives. The platform efficiently begins video streaming nearly instantaneously, generating new frames approximately every 50 milliseconds (around 20 frames per second), ensuring that you don’t have to wait long for content but instead immerse yourself in an evolving narrative. Beneath its surface, the model employs an advanced multi-stage training process that shifts from generating fixed clips to creating open-ended interactive video experiences, granting you the ability to type or voice commands while exploring a world crafted by AI that responds in real-time. This innovative approach not only enhances engagement but also revolutionizes the way viewers interact with visual storytelling.

Elevate your online sales by transforming standard 2D images into engaging life-sized 3D models and augmented reality experiences! This innovative approach adds spatial dimension to your customers' digital product assessments before they buy. The interactive 3D technology allows shoppers to explore your products in remarkable detail. With a pioneering AI technology, you can convert 2D images into 3D models within minutes. There's no need for additional photo sessions, enabling you to generate 3D representations quickly and efficiently. Scale your product catalog effortlessly across various categories, empowering your merchandising teams to manage an extensive library of live 3D products smoothly. Avataar’s AI-driven 3D models boast unmatched photorealism, offering real-time visualization of your inventory. You can also easily customize interactive features and access rich analytics in real time to evaluate return on investment and retarget your clientele. By utilizing this cutting-edge technology, you'll not only enhance customer engagement but also streamline your entire product presentation process.

Gemini Robotics-ER 1.6 represents a suite of AI models created by Google DeepMind, designed to infuse sophisticated multimodal intelligence into the tangible world by empowering robots to sense, analyze, and act within real-world settings. Based on the Gemini 2.0 architecture, it enhances conventional AI abilities by incorporating physical actions as a form of output, thus enabling robots to not only understand visual data but also to follow natural language commands, translating these inputs directly into motor functions for task execution. This system features a vision-language-action model that interprets both images and directives to carry out tasks effectively, alongside an additional embodied reasoning model (Gemini Robotics-ER) that focuses on spatial awareness, strategic planning, and decision-making in physical contexts. Through these capabilities, the models allow robots to adapt to unfamiliar scenarios, objects, and environments, thereby enabling them to tackle intricate, multi-step tasks even when they have not undergone specific training for such challenges. Ultimately, this innovation represents a significant leap towards creating robots that can seamlessly integrate and operate within the complexities of everyday life.

Mirage 2 is an innovative Generative World Engine powered by AI, allowing users to effortlessly convert images or textual descriptions into dynamic, interactive game environments right within their browser. Whether you upload sketches, concept art, photographs, or prompts like “Ghibli-style village” or “Paris street scene,” Mirage 2 crafts rich, immersive worlds for you to explore in real time. This interactive experience is not bound by pre-defined scripts; users can alter their environments during gameplay through natural-language chat, enabling the settings to shift fluidly from a cyberpunk metropolis to a lush rainforest or a majestic mountaintop castle, all while maintaining low latency (approximately 200 ms) on a standard consumer GPU. Furthermore, Mirage 2 boasts smooth rendering and offers real-time prompt control, allowing for extended gameplay durations that go beyond ten minutes. Unlike previous world-modeling systems, it excels in general-domain generation, eliminating restrictions on styles or genres, and provides seamless world adaptation alongside sharing capabilities, which enhances collaborative creativity among users. This transformative platform not only redefines game development but also encourages a vibrant community of creators to engage and explore together.

FLUX 3 Action is a versatile 7B world-action model aimed at enhancing action prediction for robotics and other environments with high latency demands. This model is built upon the multimodal FLUX 3 backbone and has undergone extensive pretraining on vast datasets encompassing images, videos, and audio, with a notable focus on video content. It then goes through a phase of joint video-action training and fine-tuning tailored to specific robotic applications and action frameworks. By utilizing instructions, visual input from cameras, and robot joint angles, FLUX 3 Action is capable of predicting motor commands alongside anticipated visual outcomes, enabling robots to perform actions, reassess their surroundings, and iterate on their plans. This approach contrasts with methods that treat visual prediction and control as separate processes, as FLUX 3 Action integrates future video predictions with action commands, effectively leveraging knowledge gained from extensive video pretraining to refine robot control mechanisms. Impressively, its single-step 7B model achieves a success rate of 38.3% on the RoboLab-120 benchmark, showcasing its effectiveness in real-world applications. Furthermore, this innovative integration of action and perception marks a significant advancement in the field of robotic control.

Amara intuitively comprehends the composition of your scene and strategically positions assets in their appropriate locations. Eliminate the need for manual asset placement and swiftly fill your scenes within seconds by utilizing natural language commands. Transform 2D images into production-ready 3D meshes effortlessly through Amara's capabilities. Additionally, you can refine your 3D models by issuing straightforward text directives, allowing you to modify geometry or texture until the result meets your expectations. Experience seamless AI-driven scene generation and 3D mesh creation directly within Unreal Engine. As an innovative plugin, Amara revolutionizes the future of scene generation in Unreal Engine, enabling the instantaneous creation of production-ready assets while streamlining your entire 3D workflow. Engage in a conversation with your Unreal Engine scene, facilitating the placement of assets, layout adjustments, and design iterations through natural language. It empowers you to construct complete scenes simply with text commands, and you even have the option to generate a personal API key to authenticate the Amara plugin, ensuring secure access to its powerful features. With Amara, the potential for creativity and efficiency in your projects is limitless.

Introducing an innovative tool that merges your creativity with the surrounding environment to craft captivating experiences. Animant is built around augmented reality (AR), enabling you to visualize interactive 3D elements seamlessly integrated into your real-world surroundings, while also allowing you to immerse your reality into a virtual context. You can capture intricate 3D scans of any object using your camera, which can then be imported into your project or exported for use in other applications. With features like external lighting and physics simulation, your scenes can truly feel like an organic extension of your reality. Additionally, you can enhance your scenes with captions that support markdown formatting, allowing you to add textual elements either at the bottom or overlaid within the scene. Notably, Animant can also narrate your captions, enriching the storytelling aspect of your project. You can create textures from photographs to apply to objects, and even take panoramic images of your surroundings, setting them as the backdrop for your scene, thus further expanding your creative possibilities. This versatility makes Animant an essential tool for anyone looking to explore the intersection of the digital and physical worlds.

Hi3D is an advanced AI-powered image-to-3D generation platform designed to help creators, artists, developers, and makers generate production-ready 3D models quickly and efficiently from 2D images. Powered by the Sparc3D × Ultra3D engine, Hi3D focuses on delivering highly detailed, clean, and usable geometry with realistic textures suitable for professional creative and manufacturing workflows. The platform reconstructs both visible and hidden surfaces to create complete 3D objects rather than flat approximations, making the resulting assets suitable for applications such as 3D printing, game development, animation, film production, architecture, product design, and digital art. Hi3D supports single-image and multi-view image processing to generate accurate high-fidelity models with preserved sharp edges, realistic materials, and human-like detail. The platform includes AI-driven texture generation with support for 4K PBR-ready textures, allowing users to apply realistic surface materials to generated or uploaded models in one click. Advanced de-lighting technology intelligently removes baked lighting and shadows from textures to produce clean assets that can be relit and reused across production environments. Hi3D also provides specialized portrait generation tools capable of creating detailed human models with refined facial structures, skin textures, and hair-level detail at high resolutions suitable for animation, digital characters, and figurine production. Additional features include 3D relief generation from images, automated multi-color model segmentation for multi-material 3D printing, and one-click export to slicing software such as Bambu Studio and OrcaSlicer.

Omi is a Virtual Product Photography Studio. Brands use it to create photorealistic product photography at much lower costs and with more creative autonomy. Key use cases include eCommerce visuals, social content, Ad creatives, and seasonal campaigns. You can also turn your scenes into product videos in 15 minutes. Omi works by creating a Digital Twin of your product, which you can use inside the platform’s Virtual Studio to design content. The Virtual Studio gives you complete creative freedom. Build unlimited scenes using a library of 6,000+ digital props, flexible lighting setups, ready-made templates, and tailored branding elements. Save scenes as templates to streamline future production. With Omi, you can: • Maximize ad performance and ROI • Improve engagement across social channels • Quickly adapt visuals to seasonal changes or market trends • Enhance SEO with fresh content • Cut down dramatically on production costs

Nonilion represents an innovative advancement in spatial audio video conferencing, aimed at fostering immersive and real-time virtual collaboration spaces that closely mimic a physical office environment. By merging an array of tools into one cohesive platform, it eliminates the need for constant context-switching, seamlessly integrating features like spatial audio meetings, AI-generated summaries, hackathon management, and organized project workflows all in one place. Utilizing spatial audio technology, it effectively mimics natural conversation dynamics, allowing participants to hear others based on their relative positions and minimizing the disorder typically associated with conventional meetings where multiple voices compete for attention. Designed to revolutionize remote teamwork, Nonilion offers interactive “worlds” that operate as virtual offices, allowing teams to engage, move, and collaborate in a more instinctive and captivating manner. Additionally, it facilitates scheduling through integrations with services like Google Calendar while ensuring secure communications through encryption, fostering a trusted environment for all users. This comprehensive approach not only enhances productivity but also enriches the overall experience of remote collaboration.

Triverse AI transforms the landscape of digital asset production by leveraging artificial intelligence to create 3D models from basic text descriptions or uploaded images. This innovative tool removes the necessity for conventional 3D modeling skills, empowering users to quickly generate intricate, watertight meshes in mere seconds. Among its standout features is an automated texturing system that seamlessly applies high-quality PBR maps, including diffuse, roughness, and normal textures, directly on grey meshes. The platform is compatible with major industry software such as Unity, Unreal Engine, Blender, and WebGL, offering various export formats like GLB, OBJ, and STL for easy integration. Additionally, Triverse AI provides robust API support for large-scale programmatic generation, catering to indie game developers, concept artists, VFX professionals, and 3D printing enthusiasts alike. By significantly enhancing efficiency—reportedly by tenfold compared to traditional methods—it facilitates quick prototyping of characters, props, and environments while ensuring consistent quality and readiness for production. This advancement represents a substantial leap forward in democratizing the creation of 3D assets, making the process more accessible to creators of all skill levels.

Ludus AI serves as a comprehensive toolkit for Unreal Engine developers, ensuring effortless integration through a web application, an IDE, and a plugin that accommodates UE versions 5.1 to 5.6. It provides instant generation of C++ code, designs 3D models, and enhances Blueprints while responding to any UE5 inquiries through natural language prompts. Developers can quickly scaffold plugins and IDE integrations, assist in visual scripting sessions, automatically generate scene geometry or materials, and utilize context-aware AI agents that range from quick-response models to advanced agents with long-term memory for intricate tasks like debugging, performance optimization, and content creation. The platform showcases live previews of generated models and scenes, allows for real-time transformations without requiring manual rerenders, and maintains project-wide context across multiple sessions. By offering specialized AI tools that cater specifically to Unreal Engine, teams are empowered to expedite the prototyping process and enhance collaboration across various disciplines while maximizing productivity. As a result, Ludus AI not only simplifies the development process but also fosters innovation within creative projects.

IVRESS is a simulation product that provides users with a virtual reality environment. It's an object-oriented virtual reality toolkit that allows developers to create immersive interactive environments. Although this may sound lofty, IVRESS has a large library of prebuilt objects that can make it much easier. You can select any area you wish and manipulate it with ease. It is possible to create realistic scenes using photorealistic rendering features such as transparency and texture mapping. After you have built a VR environment using IVRESS, you will be able to use the spatial navigation control for flying through the scene. This allows you to view models from all sides. R&D teams who have modeled scenes in older software will be able to import VRML97 and PLTO3D objects immediately.

Quady3D AI is an online platform that facilitates the creation of 3D models from various inputs such as images, text descriptions, sketches, and multiple reference perspectives, allowing users to both inspect and download the final products. Users have the option to select from a range of supported AI 3D model types, adjust geometry and texture parameters, check credit costs prior to model generation, and interactively view the finished assets. The platform caters to a variety of needs including game asset development, character design, product visualization, Blender integration, and readiness for 3D printing. Additionally, it empowers creators by providing intuitive tools that enhance the 3D modeling experience.

PhotoG is an innovative marketing solution powered by artificial intelligence, aimed at automating and improving the creation of ecommerce content. Functioning as a cohesive unit of specialized AI agents—ranging from content strategists and insight analysts to visual architects, video directors, 3D modelers, and campaign managers—this platform collaborates seamlessly to produce SEO-focused text, assess market dynamics, create stunning visuals and videos, design 3D models, and refine marketing strategies in real time. Among its advanced features are live tracking of keyword performance, AI-generated headlines, competitor pricing assessments, photorealistic 3D renderings, digital human replication for videos, and adaptive campaign modifications. Users who adopted PhotoG early have noted remarkable increases in both web traffic and sales, reporting growths of 40% and 30%, respectively. This platform is compatible with a variety of ecommerce systems and is ideal for businesses eager to enhance their marketing initiatives through the advantages of AI technology. Moreover, PhotoG’s ability to integrate seamlessly into existing workflows makes it an attractive option for companies aiming to stay ahead in a competitive market.

Tripo is a comprehensive AI-driven 3D creation platform designed to turn ideas into fully usable 3D assets faster than ever. It allows users to generate high-quality 3D models directly from text prompts, images, or sketches without traditional modeling complexity. The platform delivers clean topology and sharp geometry that can be used immediately in engines like Unity, Unreal, or Blender. Intelligent model segmentation provides full control over complex structures, making assets easier to edit and reuse. Tripo’s AI texturing system applies detailed 4K PBR textures in a single click. The Magic Brush tool gives creators fine control over localized texture adjustments. Auto rigging and animation features convert static models into motion-ready assets with clean skeletons and smooth skin weights. The entire workflow is streamlined into one unified workspace, eliminating the need for multiple tools. Tripo significantly cuts production time, cost, and technical barriers. It empowers creators to focus on creativity rather than manual 3D labor.

MeshMap serves as an innovative open platform for 3D mapping, aiming to enhance the development of spatial applications and experiences. It allows users to actively participate in creating an extensive 3D representation of the world by scanning their surroundings with devices such as smartphones, drones, or specialized equipment, and in return, they receive rewards for their contributions. The platform accommodates a variety of scanning techniques, including LiDAR, photogrammetry, and Gaussian splatting, while also providing preferred export options such as .gltf and .ply files. Additionally, MeshMap features a Unity SDK that facilitates the development and distribution of extended reality applications, allowing creators to import scans, craft unique content, and share their work with a global audience. Ensuring compatibility across multiple devices and platforms, the platform currently supports devices like Meta Quest 3 and Magic Leap 2, with aspirations for broader future compatibility. By nurturing a community-driven and contributor-owned mapping ecosystem, MeshMap strives to make high-precision and comprehensive 3D maps accessible to everyone, paving the way for new opportunities in spatial technology. This collaborative approach not only empowers users but also redefines how we interact with and visualize our world in three dimensions.

Secret Sauce 3D is an innovative tool driven by AI, aimed at expediting the workflow of professional 3D artists by automating various tedious aspects of the modeling process. This tool functions as an AI “assistant” that helps artists craft and enhance 3D models while ensuring that every stage remains editable and in line with standard industry practices. Artists can quickly create high-polygon base meshes from 2D concept art or reference images, allowing for the rapid development of foundational models that can be further refined rather than built from the ground up. The software features automated retopology options with adjustable levels of optimization, giving artists the ability to manage polygon density and geometry according to the needs of game engines, animation pipelines, or rendering systems. Additionally, it automatically produces UV maps and offers customization features, supplying a robust starting point for texture painting and asset refinement. With such capabilities, users benefit from a streamlined workflow that enhances creativity and productivity in their 3D projects.

Instead of relying on video calls or standard virtual environments for meetings with colleagues, students, and peers globally, consider inviting them to your physical location. EON Spatial Meeting allows users to digitally teleport into another person's actual space, enabling them to explore, discover, and engage with the surroundings. Genuine human connection is essential for education, business, and everyday life. The lessons learned during the COVID-19 pandemic highlighted that video calls fall short of fulfilling this need. Through EON Spatial Meeting, participants can "physically" occupy the same space, facilitating movement, conversation, and interaction in unprecedented ways. There’s no requirement for specialized hardware, as EON Spatial Meeting is accessible on a variety of smartphones and tablets. Whether accommodating one guest or several, hosts can invite individuals from across the globe to share their immediate environment, fostering deeper connections and collaboration. This innovative approach not only enhances engagement but also transforms the way we interact in a digital age.

Active Inference represents an innovative approach to agentic AI, grounded in world models and stemming from more than three decades of exploration in computational neuroscience. This paradigm facilitates the development of AI solutions that prioritize both power and computational efficiency, specifically tailored for on-device and edge computing environments. By seamlessly integrating with established computer vision frameworks, our intelligent decision-making systems deliver outputs that are not only explainable but also empower organizations to instill accountability within their AI applications and products. Furthermore, we are translating the principles of active inference from the realm of neuroscience into AI, establishing a foundational software system that enables robots and embodied platforms to make autonomous decisions akin to those of the human brain, thereby revolutionizing the field of robotics. This advancement could potentially transform how machines interact with their environments in real-time, unlocking new possibilities for automation and intelligence.