📈 #43 Food for thought

New optimizer in Deep Learning, Quantum Computing for optimization and theory of computation & things computers can and cannot do -including LLMs-

We often take for granted that computers can do anything we want, but do they?

Despite their incredible capabilities, there are still many challenges to overcome.

Optimizers for Deep Learning models still consume a lot -I mean, A LOT- of memory. Researchers around the world investigate more efficient algorithms, with Quantum Computing opening new frontiers. And let's not forget Alan Turing's warning about the limits of computation, given in the 1930s, which still holds true today.

Are we going to break those limits? Will we find super-efficient algorithms that make our lives easier? Will AI soon run on small devices with limited memory?

Let’s dive in! 🪂