“LLMs Do Not Remember Anything”: They only process the context we give them.

1. 1Understand the concept of context accumulation in LLMs
2. 2Recognize the limitations of context window size
3. 3Design systems to manage context overflow
4. 4Test and evaluate the performance of LLMs with varying context sizes
5. 5Apply techniques to optimize context processing in LLMs

Developers and researchers working with LLMs can benefit from understanding the limitations of context accumulation and window overflow to design more effective AI systems

💡 LLMs process context, not memory, and context accumulation is a hidden engineering problem

💡 LLMs don't remember, they process context! Bigger models won't solve context accumulation problems #LLMs #AI