Open-source tool designs LEGO builds with more than 2,000 real pieces
Carlos Antelo's open-source ldraw-nova lets GPT-6 Astra and Claude Opus 5.5 design LEGO models as LDraw CAD files.
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Carlos Antelo's open-source ldraw-nova lets GPT-6 Astra and Claude Opus 5.5 design LEGO models as LDraw CAD files.
프로젝트가 뭔데? 야, ChatGPT가 레고 조립 코드를 만든다고? 원문에 따르면 LDraw라는 레고 조립 전용 언어(.ldr, .mpd)를 GPT‑6 Astra와 Opus 5.5가 자동 생성하도록 만든 파이썬 툴셋을 Docker 이미지로 배포했대. 웹 UI가 포함돼서 OpenAI, Claude, OpenRouter 등 여러 모델을 선택해 LDraw 파일을 만들 수 있다. 결과물은 LDView·LeoCAD·Studio 같은 뷰어에서 바로 열어볼 수 있지. 내 VPS에 올릴 수 있을까?
Multimodal on-policy distillation (OPD) aims to improve visual grounding while preserving the strong reasoning capabilities of language models. Recent multi-teacher approaches combine LLM and VLM teachers to provide complementary supervision.
A 3D scene reconstructed from a single image is most useful when represented not as a rendering or a fixed 3D output, but as an explicit scene program whose execution yields a scene that can be inspected, edited, and queried.
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