Muka Robotics' LJM Model Achieves WorldArena #2 with Limited GPUs

By PulseAugur Editorial · [1 sources] · 2026-07-30 07:45

Muka Robotics' LJM World Model has secured the second-place position globally in the WorldArena competition, utilizing a modest setup of 32 Zhenwu 810E GPUs. This achievement highlights a novel dual-expert architecture that emphasizes physical logic comprehension over raw video generation quality, setting a new benchmark for performance with limited resources. AI

IMPACT Demonstrates that advanced AI performance can be achieved with fewer resources, potentially lowering the barrier to entry for complex AI development.

RANK_REASON The cluster reports on a specific model's performance in a competition, which falls under research milestones. [lever_c_demoted from research: ic=1 ai=1.0]

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Muka Robotics' LJM Model Achieves WorldArena #2 with Limited GPUs

COVERAGE [1]

Pandaily TIER_1 English(EN) · [email protected] (Pandaily) · 2026-07-30 07:45

Dark Horse Muka Robotics Charges WorldArena With Only 32 Zhenwu 810E GPUs: LJM World Model Achieves Global Second Place Defining the Breakthrough From Video Quality to Physical Logic

Muka Robotics LJM Latent Joint-conditional Model achieves WorldArena global #2 at 89.17 Motion Quality with only 32 GPUs, establishing a dual-expert architecture that prioritizes physical understanding over video generation quality.

COVERAGE [1]

Dark Horse Muka Robotics Charges WorldArena With Only 32 Zhenwu 810E GPUs: LJM World Model Achieves Global Second Place Defining the Breakthrough From Video Quality to Physical Logic

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