7 Comments
User's avatar
Charlie's avatar

> 6. Reinforcement Learning: Distributed traffic across multiple servers for reliability.

That's just load balancing, not RL.

For 11, supervised learning does need labeled data..

Expand full comment
Michael Kubler's avatar

6 Reinforcement Learning

You'll want to correct that. It's not load balancing.

From Perplexity as an example sentence:

> Reinforcement learning is a type of machine learning where an agent learns to make decisions by interacting with its environment, receiving rewards or penalties for its actions, and gradually improving its behavior to maximize cumulative rewards

Expand full comment
Isaac O's avatar

11 should be self/unsupervised learning.

Expand full comment
Rafa Páez's avatar

The AI tech stack for building RAG apps is awesome!

Interestingly, today I also wrote about Shopify's modular monolith.

Expand full comment
Vikas's avatar

Please also suggest a learning resource for 20 AI concepts or a learning path for AI.

Also suggest any certification course

Expand full comment
Jay Cee's avatar

Alright...

I am in RAG recovery. 2 years ago I thought it was the way to agi along with JEPA and other ideas. Nope.

I'm not saying it's the wrong way but...we’re beyond this now. Yes, I'm as crazy as I sound.

Expand full comment