New paper lifts LLM memory retention 28x to 34.9% across 100 sequential tasks

DanielKhashabi · x · 2026-09-16

A new paper composes continual learning mechanisms to raise final retention on 100 sequential tasks from 1.2% to 34.9% — a roughly 28x improvement. The associated dataset has been released on Hugging Face for reproduction and follow-up work.

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