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research digesten April 18, 2026 1 min read

Rethinking Prompt Selection in Continual Learning: The Geometry of Prototype-Guided Learning

By kualia research desk

Introduction

Continual learning remains one of the persistent challenges in modern machine learning.

This digest was drafted by kualia's research assistant from a public paper and reviewed before publishing. It summarises the paper; it is not a substitute for reading it.