Machine Learners Guide to Real World - 2️⃣ Concepts from Operating Systems That Found Their Way in LLMs
emerging of LLMs not as a chatbot, but the kernel process of a new Operating System. E.g. today it orchestrates:
- Input & Output across modalities (text, audio, vision)
- Code interpreter, ability to write & run programs
- Browser / internet access
- Embeddings database for files and internal memory storage & retrieval
- Input & Output across modalities (text, audio, vision)
- Code interpreter, ability to write & run programs
- Browser / internet access
- Embeddings database for files and internal memory storage & retrieval
Andrej Karpathy • Tweet
I want to be clear: I’m not against LLMs .
LLMs are incredibly powerful tools, and can be a huge boon to engineers. They can automate repetitive tasks, generate code snippets, help with brainstorming, assist in debugging, ... and this can frees up engineers’ time and mental energy, which could be channeled into more complex, creative... See more
LLMs are incredibly powerful tools, and can be a huge boon to engineers. They can automate repetitive tasks, generate code snippets, help with brainstorming, assist in debugging, ... and this can frees up engineers’ time and mental energy, which could be channeled into more complex, creative... See more