3 ms·
Heads up as an EE who uses LLMs quite a bit; they cannot analyze circuits or build them. They might be able to help stitch together modules (like sensor boards
by Workaccount2 2y ago
Heads up as an EE who uses LLMs quite a bit; they cannot analyze circuits or build them.
They might be able to help stitch together modules (like sensor boards plugged into microcontrollers) and definitely can write code to get things going, but they fall flat on their face hard for any kind of bare bones electronics design. Like 5% success rate and 95% totally incorrect hallucinations.
- esafak 2y agoThe training data just isn't there yet, but I imagine they could use a circuit simulator for the verification involved in training the model, right?
- Workaccount2 2y agoThe problem is really that schematics are at the very heart of electronics design (and teaching/instruction), so to train a model you need a very powerful vision model to really unlock all the good training data. The models can also output code that can be turned into a schematic through an interpreter, but there is virtually zero training data for this because humans always use and work with schematics.
- zamalek 2y agoYeah, even I found it doing some dubious things as a beginner. Still helpful for things like how to correctly use certain components, but the svg diagrams it provided were hilarious at times.