#compositional-generalization

The latest AI and developer news about #compositional-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

Local Mechanisms of Compositional Generalization in Conditional Diffusion

This work showed on CLEVR and SDXL that compositional generalization in Conditional Diffusion corresponds exactly to local conditional scores.

·1·2026.04.28 09:00

Recursive Transformers for Compositional Generalization

A study was published that improves compositional generalization performance by recursively leveraging the model's depth instead of increasing computation time.

·2026.04.14 05:00