General Intuition, Kyutai, and Epic Games claim MIRA can interactively predict four-player Rocket League at 20 frames per second on one B200, providing an open testbed for multiplayer world-model prediction and control.
state: expiredheat: lowuncertainty: mediumknownscott: mediumworld-models physical-ai open-modelsGeneral IntuitionKyutaiEpic Games
What is this?
MIRA is a playable multiplayer world model created by General Intuition and Kyutai in collaboration with Epic Games. Trained on roughly 10,000 hours of bot-generated Rocket League gameplay, it predicts the dynamics and mutually consistent views of a four-player match in response to players’ inputs, reportedly running at 20 frames per second on a single Nvidia B200 GPU. An official GitHub repository releases code associated with the technical report, making MIRA a research testbed for interactive multiplayer prediction; however, the supplied snippets do not independently establish the report’s claim that it is the first such model.
Why it matters to Scott
The radar already tracks playable game world models on `radar:concept.world-models` and the closely related `radar:single-5090-playable-world-model`; MIRA extends that existing thread with mutually consistent four-player prediction rather than opening a new territory. Its released testbed bears on Scott’s hands-on game-agent experimentation in `dev:project.snake`, although the single-B200 requirement limits immediate local evaluation and the performance claims remain unverified.
dev:project.snakeradar:concept.world-modelsradar:concept.game-agentsradar:single-5090-playable-world-modelradar:concept.open-research
queries asked of Scott's wikis
- interactive world models as agent environments
- multiplayer simulation and multi-agent coordination
- world models versus explicit game engines
- open research artifacts and reproducible AI testbeds
- real-time diffusion inference economics
- synthetic gameplay data for embodied agents
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (2) — ⭐ canonical anchor
Interpretation history
2026-09-02T19:31:50Z
The release remains inspectable but has produced no independent reproduction, downstream implementation, or substantive discussion; the launch episode has faded without changing the existing playable-world-model thesis.
2026-08-31T19:09:01Z
No new evidence or independent validation has appeared; this remains a substantive, inspectable release, but the four-player 20 FPS claim is still author-reported and the discussion adds only repetition. Cool the case while awaiting third-party reproduction or downstream implementations.
2026-08-31T18:55:28Z
grounded: known/medium — The radar already tracks playable game world models on `radar:concept.world-models` and the closely related `radar:single-5090-playable-world-model`; MIRA exten
2026-08-31T18:51:41Z
origin walked (codex/luna, conf 0.98): anchor reddit.post.1upofuw -> echo.paper.6801391975 by Anthony Hu et al.; General Intuition, Kyutai, and Epic Games
2026-08-31T18:50:35Z
case created — The coordinated release of a playable demo, model, technical report, repository, and dataset makes this a substantive and actively inspectable episode.
Decision trace
- 09-03 05:31expireThe release remains inspectable but has produced no independent reproduction, downstream implementation, or substantive discussion; the launch episode has faded without changing the existing playable-
- 09-03 05:31alert_silentThe only delta is staleness with effectively unchanged engagement, so there is nothing consequential to surface; a future independent reproduction or accessible-hardware implementation should reopen a
- 09-03 05:31alert_routeThe only delta is staleness with effectively unchanged engagement, so there is nothing consequential to surface; a future independent reproduction or accessible-hardware implementation should reopen a
- 09-01 05:09repriceNo new evidence or independent validation has appeared; this remains a substantive, inspectable release, but the four-player 20 FPS claim is still author-reported and the discussion adds only repetiti
- 09-01 05:09alert_silentThis reobservation contains no consequential delta beyond the already assessed release, and unchanged engagement does not justify renewed attention. Any independent benchmark, reproduction, or accessi
- 09-01 05:09alert_routeThis reobservation contains no consequential delta beyond the already assessed release, and unchanged engagement does not justify renewed attention. Any independent benchmark, reproduction, or accessi
- 09-01 05:04alert_silentThe release is established by the project authors and primary artifacts: a playable demo, technical report, repository, and 1,000-hour dataset. Its claimed four-player, 20 FPS operation on one B200 is
- 09-01 05:04surface_candidateThe release is established by the project authors and primary artifacts: a playable demo, technical report, repository, and 1,000-hour dataset. Its claimed four-player, 20 FPS operation on one B200 is
- 09-01 05:04alert_routeThe release is established by the project authors and primary artifacts: a playable demo, technical report, repository, and 1,000-hour dataset. Its claimed four-player, 20 FPS operation on one B200 is
- 09-01 04:55groundThe radar already tracks playable game world models on `radar:concept.world-models` and the closely related `radar:single-5090-playable-world-model`; MIRA extends that existing thread with mutually co
- 09-01 04:51promote_anchororigin walk conf 0.98
- 09-01 04:50createThe coordinated release of a playable demo, model, technical report, repository, and dataset makes this a substantive and actively inspectable episode.