LingBot-VA 2.0 Released
chris_j_paxton · x · 2026-07-10
LingBot-VA 2.0 has been released as a native video-action foundation model designed for general robot control. The author emphasizes that rather than repurposing a general video generation model, it was trained from scratch using joint video-action pre-training.
The post outlines three core aspects: native video-action pre-training, a semantic visual-action tokenizer, and foresight reasoning for advance action planning. The model can run in real-time on consumer-grade GPUs, supports up to 150Hz control, and generalizes to unseen tasks.
Related event: LingBot-VA/VLA 2.0 Released: Native Embodied Foundation Model(24 posts)→
More from Embodied
- ROS names Alejandro Hernández Cordero new project lead, eyes 2027 release — ___Mufasaa · 2026-10-27
- ROS Meetup coming to Google's NYC office Oct 29 with speakers from Tangent, Cohesive Robotics, Intrinsic — kscottz · 2026-10-27
- Tesla officially expands robotaxi service area across much of Houston, Texas — Polymarket · 2026-10-27
- Walden Robotics teaches robots to call for help, blending remote assist with autonomy — adnothing · 2026-10-27
- Folding-screen hinges: dozens of ultra-precise parts, one grain of sand can kill the panel — BenBajarin · 2026-10-27
- No π0 weights changed: Motoniq layer lifts real-robot precision fitting from 0/10 to 9/10 — hbouammar · 2026-10-27