# A better way to turn 2D designs into 3D models for rapid prototyping

DevFeed: [A better way to turn 2D designs into 3D models for rapid prototyping](<https://devfeed.tech/articles/a-better-way-to-turn-2d-designs-into-3d-models-for-rapid-prototyping-37984.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/turning-2d-designs-into-3d-models-for-rapid-prototyping-0716>)

Author: Adam Zewe | MIT News

Published: 2026-07-16T04:00:00Z

Content type: news

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [3D](<https://devfeed.tech/topics/3d.md>), [vlm](<https://devfeed.tech/topics/vlm.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Computing](<https://devfeed.tech/topics/computing.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [automated](<https://devfeed.tech/tags/automated.md>), [computer-aided-design-cad](<https://devfeed.tech/tags/computer-aided-design-cad.md>), [computer-modeling](<https://devfeed.tech/tags/computer-modeling.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [computing](<https://devfeed.tech/tags/computing.md>), [design](<https://devfeed.tech/tags/design.md>), [efficiently](<https://devfeed.tech/tags/efficiently.md>), [faez-ahmed](<https://devfeed.tech/tags/faez-ahmed.md>), [generation](<https://devfeed.tech/tags/generation.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [geometric-inference-feedback-tuning-gift](<https://devfeed.tech/tags/geometric-inference-feedback-tuning-gift.md>), [giorgio-giannone](<https://devfeed.tech/tags/giorgio-giannone.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [mechanical-engineering](<https://devfeed.tech/tags/mechanical-engineering.md>), [mit-ibm-computing-research-lab](<https://devfeed.tech/tags/mit-ibm-computing-research-lab.md>), [mit-schwarzman-college-of-computing](<https://devfeed.tech/tags/mit-schwarzman-college-of-computing.md>), [performance](<https://devfeed.tech/tags/performance.md>), [rapid-prototyping](<https://devfeed.tech/tags/rapid-prototyping.md>), [research](<https://devfeed.tech/tags/research.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [systems-design](<https://devfeed.tech/tags/systems-design.md>), [vision-language-models-vlms](<https://devfeed.tech/tags/vision-language-models-vlms.md>)

## AI overview

Researchers developed an automated framework that teaches vision-language models to convert 2D designs into more accurate and functional CAD programs while using less computation. The system turns model failures into training data to improve CAD generation and support rapid prototyping.

## Source excerpt

Researchers developed an automated framework that helps AI models generate CAD programs more accurately and efficiently.