Atlas by World Labs was launched as an omni world model that can generate camera-controlled 1440p video up to 1 minute and reconstruct scenes from a few photos. Atlas supports early access to combine text, images, video, and 3D with robotics-oriented scene simulation. The release creates a new foundation-model option aimed at generative media and 3D/robotics reconstruction workflows.
Visko Platform Inc. raised $10 million in pre-seed funding and debuted Orbis, its first live foundation model for generating long-form, continuously running interactive video worlds. Orbis streams at 4K resolution and 24 frames per second, and Visko claims it can generate worlds for hours without observable degradation. The model shifts AI video generation from stopping-and-restarting short offline clips to continuous generation with real-time user interventions that update without breaking coherence.
Runway introduced Solaris, its Gen-4.5 “Interface World Model,” which generates user interfaces one frame at a time instead of writing code first. Runway says Solaris runs 50x faster than its tuned Max setup and was preferred by evaluators 61% of the time over Claude Opus 5-coded UIs. Early access is request-only, and the approach shifts interface creation to model-predicted screen states after each click or drag, raising new consistency and reliability requirements.
Fal’s H3 Max Live was tuned from Minimax’s H3 release to deliver continuous video generation fast enough to support an “infinite” live stream format instead of short, slow clips. The reported optimization achieved 35x faster inference than the official endpoint. Fal then relaunched its live service with audience-steerable, LLM-generated prompts and added reference-to-video generation at up to real-time factor 1 in early preview, after being removed from Twitch/YouTube.
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