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Introducing Moonlake AI, reasoning models for creating real-time interactive content

Fan-Yun Sun

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The internet was a snapshot of humanity — vast and diverse, providing the foundation that enabled the next-token prediction paradigm of intelligence. As we exhaust high-quality data for supervised learning, it's clear that the path to superintelligence requires multimodal intelligence that learn through exploration and environmental feedback such as Reinforcement Learning (RL). What will serve as the "internet" for this interaction-driven paradigm of learning?

User-generated interactive worlds. The next "internet" won't just deliver information — it will be fun, immersive, and much more interactive.

All content sits on a spectrum of interactivity (i.e., the frequency upon which user actions change the outcome), and year after year people engage in interactive media more than passive ones. From browsing the internet to consuming information through chat, watching movies to swiping on TikTok and then to immersing yourself in real-time simulations such as games. The trend is apparent.

Beyond consumer behavior, models and agents also require exponentially more interactive environments for RL-based training and evaluation. The market potential is absurdly large. At Moonlake AI, we are building for this future, starting with tools that enable anyone to create real-time interactive content using multi‑modal reasoning models, code generation and simulation.

When AI handles the mundane, we don't code to build interfaces. We code to build meaning — to express ourselves and create experiences that bring people we care about closer.

About Moonlake

We are a frontier AI lab focused on interactive world building – the intersection of multimodal reasoning and (3D) world modeling. We believe in the co-design between research and product.

We have raised 28M in seed funding from Threshold Ventures (formerly DFJ), AIX Ventures, and NVentures (NVIDIA's venture capital arm), alongside angels such as Steve Chen, Jeff Dean, Naval Ravikant, Ian Goodfellow, Guillermo Rauch, Jared Leto, and many more unicorn founders and industry leaders from OpenAI, DeepMind, HuggingFace, and Stability AI.

If you share this vision, join us or get in touch at info@moonlakeai.com