JHU study finds in-context learning emerges across six modalities

A JHU CLSP team showed that few-shot in-context learning emerges across six modalities—language, genomes, proteins, integer sequences, time series, and images—with highly correlated performance, suggesting ICL is not unique to language models.

2026-09-16 ~ 2026-09-17 · 4 related posts

• JHU study finds in-context learning emerges across language, genome, protein and image models alike — DanielKhashabi · 2026-09-16
• JHU Study: Few-Shot In-Context Learning Emerges Convergently Across Six Modalities — jhu-clsp · 2026-09-16
• ICL emerges across language, genomes, proteins, and more — the Convergent Emergence Hypothesis — DanielKhashabi · 2026-09-17

1 near-duplicate retellings: DanielKhashabi