Alternatives to Marble

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.

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.

Muse Video is Meta’s upcoming AI video generation model developed by Meta Superintelligence Labs as part of the company’s new media generation lineup. Previewed with Muse Image, the model is built on the same pretraining base and is designed to produce visually detailed videos with native audio support. Muse Video is focused on generating clips that follow prompts closely, maintain strong visual fidelity, and preserve temporal consistency across motion and scene changes. It can create realistic short videos with clear beginnings, actions, and payoffs, such as animals moving through a scene, handheld first-person footage, product commercials, and UGC-style social ads. The model supports audio-rich outputs that may include environmental sound, foley, music, voiceover, and synchronized spoken dialogue. Meta highlights Muse Video’s ability to handle cinematic prompts, vertical ad formats, realistic camera movement, product demonstrations, and emotionally engaging creative concepts. The company is still investing in improvements for difficult areas such as audio-video sync and physically accurate fast motion. Muse Video is expected to become available to creators and in Meta AI, expanding Meta’s generative AI tools from image creation into video. As part of Meta’s broader creative ecosystem, Muse Video is built to help users, creators, and businesses turn prompts into dynamic, shareable video content.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

SpAItial is an innovative AI platform dedicated to the creation and implementation of Spatial Foundation Models (SFMs), a groundbreaking category of generative AI systems that excel in generating and interpreting 3D environments while maintaining physical realism and spatial intelligence. Unlike conventional models that independently generate images or text, SpAItial's advanced technology works directly with 3D structures from the beginning, effectively capturing aspects such as geometry, materials, lighting, and physics to create immersive and interactive worlds. Its premier model, Echo-2, possesses the remarkable ability to convert a single image into a fully navigable, photorealistic 3D scene using cutting-edge techniques like Gaussian splatting, which allows users to explore and render environments in real time. This platform is designed with a robust, physically grounded comprehension of space-time, enabling the AI to analyze how objects are situated, interact, and develop within a given environment, eschewing the disjointed outputs typical of traditional generative AI. This innovative methodology not only mitigates the inconsistencies often found in standard generative AI systems but also facilitates a more precise and realistic simulation of environments, paving the way for exciting new applications in virtual reality and beyond.

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.

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.

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.

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.

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.

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.

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 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.

IGiS Photogrammetry Suite is a one-click solution to convert digital images into 3D. IGiS Photogrammetry Suite supports fully automated photogrammetry and geodesy tools for converting image into 3D, Dynamic, Automated Processing Workflow and High Accuracy Outputs. Photogrammetry uses aerial photos, drone photos, or satellite images to determine the spatial properties or dimensions of objects/features in a photographic image. IGiS Photogrammetry Suite is a product of IGiS, powered by Scanpoint Geomatics Limited. It offers a one-click solution for digital images processing and converting them to 3D. This will be useful input for GIS software and special effect building, as well as proxy measurements of objects of different sizes.

BlueMarble functions as a comprehensive digital platform that integrates modular commerce, order management, customer support, and partner management specifically tailored for Communication Service Providers (CSPs). Built to be 5G ready and cloud-native, it utilizes a microservices approach to foster business agility, allowing for the swift creation of personalized customer experiences and journeys. The BlueMarble Commerce suite serves as a complete solution to facilitate omnichannel and multiplay digital commerce for telecommunications clients. Additionally, the BlueMarble BSS features a modular architecture that opens pathways to new revenue streams in the digital landscape while expediting the launch and scaling of innovative business lines such as IoT, 5G, cloud applications, and virtualized services. This omnichannel and multiplay digital commerce solution is designed to empower CSPs, leveraging microservices to enhance business agility and initiate their digital transformation. As a result, organizations can quickly adapt to evolving market demands while providing enriched customer interactions.

Marble is a real-time, open-source engine that tracks transactions, events, and users to detect money laundering, fraud, or service abuse. We offer a rule builder that is easy to use and can be used with any type of data. We also provide an engine that can run checks in batch mode or in real time, as well as a case manager for improving operational efficiency. Marble is a great tool for payment service providers, banking-as a-service providers, neobanks and marketplaces. It's also a good fit for telecommunications firms. It allows them to quickly create and update detection scenarios which generate decisions in minutes. These decisions can trigger events within your systems, cause friction or restrict real-time operations. You can also investigate them within Marble by using our case manager, or in your system by utilizing the Marble API. Marble was developed with compliance in mind. It ensures that everything is versioned, auditable and without time limits.

Enhance your return on ad spend (ROAS) with expertly managed, targeted advertising campaigns powered by GoMarble AI. Our innovative generative AI model assimilates all your online assets to create precise buyer personas and develop effective marketing strategies. With the assistance of GoMarble’s generative AI tools, our talented designers and copywriters can swiftly produce, test, and launch advertisements. We have successfully established and nurtured numerous startups, giving us a deep understanding of the challenges faced by early-stage founders who juggle multiple responsibilities while striving for growth. GoMarble is designed to empower entrepreneurs by providing access to high-performance online advertising. This service is particularly tailored for brands that have found their niche in the market but require additional resources for expansion. Utilizing our AI audit tool, a dedicated expert will analyze your ad accounts to uncover opportunities for enhancing profitability. Simply upload your advertisement and provide a landing page to receive a comprehensive report that evaluates the visuals, copy, and hooks employed in your marketing efforts, ensuring you are always on the path to success. Through this process, we aim to not only boost your ad performance but also to help you streamline your marketing approach for maximum effectiveness.

Marble Metrics distinguishes itself from other analytics services that prioritize privacy by ensuring that all of your analytics data is stored exclusively on servers owned by European entities. This commitment to data protection is consistent for all information, whether it is being stored or transmitted. To sustain our operations, we charge larger clients for our services, which allows us to provide free access for smaller projects, thereby eliminating any potential conflicts between privacy concerns and profit motives. Our platform includes a comprehensive suite of features that users expect from analytics tools, such as real-time tracking, page views, time spent on pages, bounce rates, and more. Importantly, all data gathered from your websites is solely yours and is used exclusively to populate your Dashboard, ensuring complete ownership. We prioritize the security of your data by storing it within the EU, with strict measures in place to prevent any analytics information from being linked to individual users. Additionally, our commitment to privacy means that you can analyze your website's performance without worrying about your users' identities being compromised.

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.

Capture RGB, thermal, or multispectral images using any camera or drone and easily import them into PIX4Dmapper. The advanced photogrammetry algorithms of PIX4Dmapper convert your aerial or ground images into detailed digital maps and 3D models. You can effortlessly process your projects on your desktop with our specialized software or opt for PIX4Dcloud for online processing capabilities. Leverage the robust features of photogrammetry within the rayCloud environment to evaluate, manage, and enhance the quality of your projects. A quality report provides insights into the generated results, calibration specifics, and a variety of project quality indicators for thorough assessment. You can specify an area of interest, choose your processing preferences, add ground control points, and modify point clouds, DSMs, meshes, and orthomosaics as needed. Take advantage of default templates for streamlined project processing, or design custom templates with tailored settings to maintain full command over both data and quality, ensuring optimal results every time. This flexible approach allows you to adapt your workflow precisely to your project's unique requirements.

Z-Image is a family of open-source image generation foundation models created by Alibaba's Tongyi-MAI team, utilizing a Scalable Single-Stream Diffusion Transformer architecture to produce both photorealistic and imaginative images from textual descriptions with only 6 billion parameters, which enhances its efficiency compared to many larger models while maintaining competitive quality and responsiveness to instructions. This model family comprises several variants, including Z-Image-Turbo, a distilled version designed for rapid inference that achieves results with as few as eight function evaluations and sub-second generation times on compatible GPUs; Z-Image, the comprehensive foundation model tailored for high-fidelity creative outputs and fine-tuning processes; Z-Image-Omni-Base, a flexible base checkpoint aimed at fostering community-driven advancements; and Z-Image-Edit, specifically optimized for image-to-image editing tasks while demonstrating strong adherence to instructions. Each variant of Z-Image serves distinct purposes, catering to a wide range of user needs within the realm of image generation.

Lyria, Google’s text-to-music model, allows businesses to generate custom music tracks with just a text prompt. It is perfect for marketers, content creators, and media professionals who need personalized, high-quality music for campaigns, videos, and podcasts. Lyria produces music across various genres and styles, eliminating the need for expensive licensing or time-consuming composition processes. The platform helps streamline content creation by tailoring soundtracks that match the mood, pacing, and narrative of your content.

Marble allows you to unify all your social media platforms on a single page that continuously refreshes to include both previous and upcoming posts. By merging posts from various applications with your personal websites, you can present a distinctive page that highlights your most significant content, effectively showcasing your true self to the world. This innovative approach not only enhances your online presence but also simplifies the way you interact with your audience across different platforms.

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.

Kroscloud is a versatile cloud platform that allows users to transform their spatial content into engaging, georeferenced guides without any coding skills needed. Users can upload a photogrammetry 3D model or an incredibly detailed 2D map of up to 1000 megapixels, which will be served as fast tiles, to create their guides seamlessly. The platform enables the addition of various points of interest, complete with text, audio narration, images, YouTube videos, or panoramic jumps for an enriched experience. By anchoring scenes to GPS, visitors can track their live location while exploring the site, and they can also measure distances, areas, and elevation profiles easily. Furthermore, users can switch between layers to juxtapose a ruin with its historical reconstruction or to alternate between different map variants. Kroscloud features two parallel workflows for 3D scenes and 2D maps, both utilizing the same toolkit for consistency and ease of use. Guides can be shared via a link or embedded like a video, making them accessible across all devices. This platform is particularly well-suited for various applications, including heritage and museums, surveying, education, real estate, campus and venue maps, and tourism, enhancing the interaction between visitors and their environments. Additionally, Kroscloud empowers users to create a more immersive experience, fostering a deeper understanding of the locations they are exploring.

Poliigon provides high quality 3D assets that support the world’s leading 3D artists. Through cutting-edge 3D creation processes, we deliver photoreal, ultra-high-quality PBR textures, models, and HDRIs for archviz, product rendering, game design, vfx and animation. Try our 100+ free PBR textures, models and HDRIs or sign up for a plan and use the entire library Poliigon is compatible with all 3D software including Blender, 3ds max, Cinema 4D, Sketchup, Unreal Engine, Unity and more. Complete PBR texture sets that are perfect for creating archviz, vfx, games, animation and product visualization.

Wan2.5-Preview arrives with a groundbreaking multimodal foundation that unifies understanding and generation across text, imagery, audio, and video. Its native multimodal design, trained jointly across diverse data sources, enables tighter modal alignment, smoother instruction execution, and highly coherent audio-visual output. Through reinforcement learning from human feedback, it continually adapts to aesthetic preferences, resulting in more natural visuals and fluid motion dynamics. Wan2.5 supports cinematic 1080p video generation with synchronized audio, including multi-speaker content, layered sound effects, and dynamic compositions. Creators can control outputs using text prompts, reference images, or audio cues, unlocking a new range of storytelling and production workflows. For still imagery, the model achieves photorealism, artistic versatility, and strong typography, plus professional-level chart and design rendering. Its editing tools allow users to perform conversational adjustments, merge concepts, recolor products, modify materials, and refine details at pixel precision. This preview marks a major leap toward fully integrated multimodal creativity powered by AI.

MovArt AI is a creative platform that harnesses artificial intelligence to allow users to create high-quality images and videos from written prompts or existing visuals through sophisticated generative models, thereby assisting creators in producing visually appealing content swiftly and with a polished finish. It includes features like text-to-video, image-to-video, text-to-image, and image-to-image generation, enabling users to bring their ideas to life, convert textual narratives into lively video segments, or change still images into captivating animated pieces effortlessly. Users initiate the process by either submitting a text prompt or uploading an image, after which MovArt’s AI works to generate multi-angle perspectives, high-resolution outputs, and animated sequences that are ideal for various applications, including marketing, social media, storytelling, and promotional use. The user-friendly interface encourages exploration of diverse styles and variations, eliminating the need for specialized knowledge in video editing or motion graphics, empowering creators of all skill levels to innovate. Additionally, the platform's versatility makes it suitable for both personal projects and professional endeavors, further enhancing its appeal among content creators.

Scann3D utilizes innovative, patent-pending photogrammetry technology that allows smartphones and tablets to capture and reconstruct authentic 3D models. This technology transforms your device into an independent tool, enabling the conversion of photos into 3D representations directly on the device itself. The 3D models you create can be saved, shared, and modified using various third-party applications, making them suitable for use in both augmented and virtual reality environments. Your privacy is assured, as the app does not upload any images or models without your explicit permission. You can capture images now and reconstruct them later, allowing you to prepare multiple image sets in advance for processing at your convenience. The app also includes a built-in model viewer, so you can inspect your creations right on your mobile device. Once you upload your models to Sketchfab, sharing them on Facebook is a breeze! With an exciting and extensive development roadmap ahead, even more advanced features are planned for future updates. Stay tuned for enhancements that will further elevate your 3D modeling experience!

FLUX.2 advances the FLUX model family with major improvements in realism, prompt adherence, and world knowledge, enabling it to produce coherent lighting, spatial logic, and accurate material properties. It offers multi-reference generation with support for up to 10 images, allowing creators to maintain continuity across characters, products, and environments. The model reliably handles complex text, detailed typography, and branding requirements, making it suitable for marketing, design, and enterprise workflows. Editing capabilities reach resolutions up to 4 megapixels, preserving fine structure and stylistic fidelity. FLUX.2 is built on a latent flow matching architecture, combining a Mistral-3 based vision-language model with a rectified-flow transformer to unify generation and editing. Its variants—FLUX.2 [pro], FLUX.2 [flex], FLUX.2 [dev], and the upcoming FLUX.2 [klein]—offer a full spectrum of performance and control for teams of all sizes. Developers can self-host open weights, integrate via API, or tune generation parameters for full-stack customization. In every configuration, FLUX.2 is designed to radically improve productivity while lowering the cost of high-quality image creation.

SAM 3D consists of a duo of sophisticated foundation models that can transform a typical RGB image into an impressive 3D representation of either objects or human figures. This system features SAM 3D Objects, which accurately reconstructs the complete 3D geometry, textures, and spatial arrangements of items found in real-world environments, effectively addressing challenges posed by clutter, occlusions, and varying lighting conditions. Additionally, SAM 3D Body generates dynamic human mesh models that capture intricate poses and shapes, utilizing the "Meta Momentum Human Rig" (MHR) format for enhanced detail. The design of this system allows it to operate effectively with images taken in natural settings without the need for further training or fine-tuning: users simply upload an image, select the desired object or individual, and receive a downloadable asset (such as .OBJ, .GLB, or MHR) that is instantly ready for integration into 3D software. Highlighting features like open-vocabulary reconstruction applicable to any object category, multi-view consistency, and occlusion reasoning, the models benefit from a substantial and diverse dataset containing over one million annotated images from the real world, which contributes significantly to their adaptability and reliability. Furthermore, the models are available as open-source, promoting wider accessibility and collaborative improvement within the development community.

Our cloud-based tailored reporting system allows you to consolidate all payroll providers in a single location, giving you a unified overview of payroll expenses worldwide in real-time. Utilize both advanced technology and skilled personnel through our managed payroll services, which guarantee compliance and enable you to operate payroll efficiently without the need for overseas staff. Blue Marble proudly offers payroll solutions in more than 150 countries across the globe. With our personalized monthly reporting, you can maintain organization and compliance while having immediate access to your payroll information across different nations and currencies. Say goodbye to cumbersome spreadsheets and endless email threads—just a few clicks will provide you with all the reports you require. Our innovative global payroll platform, WebGlobe®, streamlines your payroll operations and delivers monthly aggregated reports for clear insights into costs across every country and currency, ensuring a smoother payroll experience. This seamless access to information empowers businesses to make informed financial decisions with ease.

Lucky Robots is an innovative platform dedicated to robotics simulation that empowers teams to train, assess, and enhance AI models for robots within meticulously crafted virtual environments that closely reflect the nuances of real-world physics, sensors, and interactions. This system facilitates the extensive creation of synthetic training data and allows for swift iterations without the need for physical robots or expensive lab environments. By leveraging cutting-edge simulation technology, it constructs hyper-realistic scenarios, such as kitchens and various terrains, enabling the exploration of diverse edge cases and the generation of millions of labeled episodes to support scalable model learning. This approach not only speeds up development but also significantly cuts costs and minimizes safety risks. Additionally, the platform accommodates natural language control in its simulated environments, provides the flexibility for users to upload their own robot models or select from existing commercial options, and incorporates collaborative tools through LuckyHub for sharing environments and training workflows. As a result, developers can optimize their models more effectively for real-world applications, ultimately enhancing the performance and reliability of their robotic solutions.

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.

Vizaye is an AI-powered visual sales platform designed for surface material businesses that want to modernize catalogs, showrooms, and buyer engagement. The platform combines an AI website builder, live digital catalog, room visualizer, WhatsApp AI assistant, QR engagement, showroom kiosk, lead dashboard, inventory management, walk-in sales tools, PDF catalog creation, and SEO support. Vizaye is built for ceramic tiles, marble, granite, wooden flooring, stone, quartz, wallpaper, wall panels, vinyl, SPC, epoxy, laminate, WPC flooring, grout, ceiling tiles, and other surface materials. Businesses can upload products through Excel, photos, or WhatsApp, including sizes, finishes, pricing, and catalog details. Vizaye then creates a catalog micro-site, activates the visualizer, and trains a WhatsApp assistant on the business’s products. Customers can browse a live catalog, visualize products in room scenes, scan QR codes in showrooms, and receive product recommendations without downloading an app. The WhatsApp AI assistant can answer enquiries, calculate square footage, qualify requirements, share catalog and visualizer links, and hand warm leads to the sales team. Vizaye also supports dealers, distributors, manufacturers, contractors, builders, retailers, showrooms, importers, exporters, and expo exhibitors. By combining visual selling, live catalogs, AI lead qualification, QR workflows, showroom tools, inventory visibility, and analytics, Vizaye helps surface material businesses convert more buyers with less manual work.