Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs

Shayan Shahrabi-Farahani, Dara Rahmati

Proactive interference (PI) is a documented failure mode in large language models in which retrieval of a repeatedly overwritten value degrades as prior overwrites accumulate, mirr…