this post was submitted on 21 Jun 2023
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Singularity | Artificial Intelligence (ai), Technology & Futurology

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Been a while since posting here! I've just finished my PhD at Cambridge where I was lucky enough to work on both AI and 3D printing in potentially one of the coolest subject combinations out there (was great fun). Thought the community might be interested in the research and getting involved!

During my research, I focused on developing AI-powered self-aware 3D printers that use vision to detect nearly any type of error (large or small) on any machine using any material. The AI could then predict the causes of the error and either try to fix the errors autonomously on the fly, or fix them for the next print! Correction video: https://youtu.be/OODy-dI52Zg

Excitingly, the AI can even learn how print materials it has never seen before without any human intervention, from TPU and Carbon Fibre filled Nylon to silly things like ketchup. For context we only trained this AI on PLA printed on Creality printers... its crazy that it can then generalise to other setups.

I'm super excited to continue working on this area, and would love the amazing printing community to get involved. I can see some exciting (and obvious) directions in creating printers that can dynamically adapt to unforeseen challenges


leading to no more troubleshooting or slicer profile and material tuning. But maybe there are more interesting applications???

Will keep people posted on updates. Hopefully releasing some code in the coming weeks and will perhaps setup a Discord or something if people are interested in bouncing ideas around and getting involved in a Beta maybe?

For those who are overly interested, some open publications: https://www.nature.com/articles/s41467-022-31985-y

https://www.sciencedirect.com/science/article/pii/S2214860422002378

https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202200153

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