Cambrian Explosion of AI
debarshibasak.github.io
debarshibasak.github.io
Disclaimer, my summary is human generated
AmazingEveryDay has a lot of critical takes here
https://www.linkedin.com/pulse/announcing-universal-mathemat...
The article describes a unifying mathematical framework for representing neural network architectures. It can be used to describe existing ones, like transformers and convolution, but can also be used to generate entirely novel ones. As part of our research, we generated several thousand new architectures, some of which show remarkable properties. The corresponding research paper is up on arXiv:
I'm not sure it was that so much as the exponential improvement in hardware over many decades reaching roughly human equivalent levels.
I mean check out Moravec's 1997 paper predicting things will get funky in the mid 2020s long before anyone had thought of GPTs https://www.jetpress.org/volume1/moravec.htm
ChatGPT: Hallucigenia
Claude: Haikouichthys
????: Anomalocaris
Hand-written code: Ediacaran biota :(
Everyone is trying to build a POV on agents, AI and LLM, how it is going impact everyone and indivually. I believe, lack of any baseline for a tech shift like this, people to draw references from theories and anecdotes to build their understanding. Thats all what I am doing.
This is just the daily agitprop to keep people going.