TLDRocket
Sign in

Vision-Language Models

68 summarised stories about Vision-Language Models, each linking back to the original source. Browse all topics →

+ Follow this topic

Key players

Google OpenAI Hugging Face Alibaba MarkTechPost CLIP

Sunday, 30 August 2026

Meet ‘Code-as-World’: An Agentic Loop That Rewrites Real Videos Into Executable MuJoCo Physics Programs

MarkTechPost 1 month ago 33

MirroS released Code-as-World, a method that converts real videos into executable MuJoCo physics programs by fitting an editable scene.json rather than predicting pixels, latents, or captions. The agentic propose→execute→verify loop recovers those programs in up to 5 rounds and Code-as-World-VL-9B scores 55.4 MRA on QuantiPhy-validation (above Gemini-3.1 Flash at 54.8). Verified worlds produced by this loop become training supervision with exact physical labels, and MirroS shipped Apache 2.0 code plus 4B and 9B checkpoints with an OpenAI-compatible /v1 vLLM endpoint for internal research use.

Read the full story
Agentic AI AI Benchmarking Model Releases Vision-Language Models

The daily briefing

Every AI story that matters, in your inbox by 8am.

TLDRocket reads all relevant sources, removes duplicate coverage, and summarises the day in two minutes. Follow companies and topics for alerts, or get the briefing in Slack. Free, no spam, unsubscribe anytime.