New arXiv paper examines whether memorization in LLMs changes when prefixes appear with surrounding context like RAG inputs, using paired item-level measurements across three open-weight instruction-tuned models. The work asks…

#LLM #Memorization #RAG #AIResearch
https://arxiv.org/abs/2610.12085

New #TMLR-Paper-with-Video:

From Clutter to Clarity: Visual Recognition through Foveated Object-Centric Learning (FocL)

Amitangshu Mukherjee, Deepak Ravikumar, Kaushik Roy

https://tmlr.infinite-conf.org/paper_pages/kVS7sMlv7P

#attention #memorization #focus

A Better Way to Remember Your Master Password

I have to own a mistake. My AI agent flagged that my previous advice for creating a secure master password—wasn't actually recommended by the security agency CISA.

marclar.tech/blog/better-...

#passwords #security #memorization #cisa