Ant Group (InclusionAI)Notable

LingBot-World 2.0 (Infinity)

Released Jul 9, 2026

Open-weight real-time interactive world model from Robbyant, Ant Group's embodied-AI unit, with an unbounded interaction horizon, rich in-world actions, and Pilot/Director agents.

Output: Live video stream
Interactive: Yes
Inputs: text, image, actions
Max session: —
Resolution: 720p
Frame rate: 60 fps
Access: Generally available
Licence: Creative Commons Attribution-NonCommercial-ShareAlike 4.0

Strengths & weaknesses

Strengths

Real-time model claimed sufficient to drive 720p streams at 60 fps
Unbounded interaction horizon; Robbyant's release claims hour-long continuous generation
Rich actions (attacking, archery, spell-casting, shooting) plus text-driven events
Playable online via Reactor (international) and LingGuang (China)

Weaknesses

Non-commercial licence (CC BY-NC-SA 4.0)
Example inference runs at 480P on 8 GPUs; real-time hardware not specified

Initial release 2026-07-09 (tech report, inference code, 14B causal-fast); GitHub says remaining variants (14B causal-pretrain, 14B bidirectional, 1.3B causal) followed 2026-09-10, though its TODO list was still unchecked. 720p/60fps is the developer's claim for the real-time model; the published inference example is 480x832. Hour-long figure comes from Robbyant's own Business Wire press release, not the repo (repo says 'unbounded interaction horizon'; only a 1-minute rollout demo is listed). Robbyant mapped to 'ant-group'.

Links

API model strings

huggingfacerobbyant/lingbot-world-v2-14b-causal-fast