#length-generalization

The latest AI and developer news about #length-generalization, with the original source and a short summary.

Language Model Harnesses Enable Compositional Generalization

Experiments demonstrate that a well-designed LLM harness (RLM) can generalize from training on short tasks alone to tasks 8-32x longer and to new domains.

·2026.07.21 09:00

Infinitely Further: Tool-Use Unlocks Length Generalization for State Space Models

SSMs equipped with tool-use generalize beyond their length limits to problems of arbitrary length.

·2026.03.27 09:00