# Introducing Waypoint-1: Real-time interactive video diffusion from Overworld

DevFeed: [Introducing Waypoint-1: Real-time interactive video diffusion from Overworld](<https://devfeed.tech/articles/introducing-waypoint-1-real-time-interactive-video-diffusion-from-overworld-7564.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/waypoint-1>)

Author: Andrew Lapp; Louis Castricato; Scott Fox; Shahbuland Matiana; David Rossi

Published: 2026-01-20T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [World models](<https://devfeed.tech/topics/world-models.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Transformer](<https://devfeed.tech/topics/transformer.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [diffusion](<https://devfeed.tech/tags/diffusion.md>), [inference](<https://devfeed.tech/tags/inference.md>), [latency](<https://devfeed.tech/tags/latency.md>), [model](<https://devfeed.tech/tags/model.md>), [models](<https://devfeed.tech/tags/models.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [performance](<https://devfeed.tech/tags/performance.md>), [procedural](<https://devfeed.tech/tags/procedural.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [tooling](<https://devfeed.tech/tags/tooling.md>), [train](<https://devfeed.tech/tags/train.md>), [world-model](<https://devfeed.tech/tags/world-model.md>)

## AI overview

Overworld introduces Waypoint-1, a real-time interactive video diffusion model that generates explorable worlds from frames and responds to text, mouse, and keyboard controls. The article describes its frame-causal rectified flow transformer, training on diverse video game footage, diffusion forcing, self-forcing, and the WorldEngine inference library.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.