3 ms·
Not the gp, but… - medical diagnosis - assistant-systems for everything - noise reduction in industrial settings (via mechanical design) - basically anythin
by inductive_magic 4y ago
Not the gp, but…
- medical diagnosis
- assistant-systems for everything
- noise reduction in industrial settings (via mechanical design)
- basically anything language related
- interpretation of image data
- essentially anything involving a pair of interacting sequences (thanks, transformers)
Contrary to many cynic takes, deep learning, CNNs, transformers are massive. It’s hard to realize the scope of these developments zoomed in to one’s warped perception of time and progress. One needs to zoom out a bit.
We could probably stop advancing the field and reshape most of the “real world” we’re used to, just with things you can import with two lines in python. But those changes come incrementally, and most of the bright minds around are dedicated to advancing our conceptual realm instead of the meatspace-one.
- plaidfuji 4y agoI agree with this perspective. There are certainly more step changes to come in the theoretical domain (arbitrary tensor 2 tensor of any dimensionality / variable input output size?), but the application space seems largely known, and now just requires lots and lots of implementation in the real word - which isn’t necessarily going to be from wildly successful software platforms but more from applied AI practitioners building niche tools everywhere