Tell Me What To Learn: Generalizing Neural Memory to be Controllable in Natural Language

Max S. Bennett, Thomas P. Zollo, Richard Zemel|February 26, 2026arXiv

Key Takeaway

You can now control what AI models learn and remember by giving them natural language instructions, making them adaptable to changing priorities wi...

Summary

This paper introduces a neural memory system that lets you tell an AI model what to remember and what to ignore using natural language instructions.

training agents

Key Terms

neural-memory continual-learning in-context-learning catastrophic-forgetting