Machine Learning Algorithms & Natural Language Processing

Feb 20, 2026 · Artificial Intelligence

Do Interleaved Images Really Help Thinking‑with‑Images Models?

An analysis of recent Vision‑Language models shows that removing interleaved images has minimal impact on benchmark performance, suggesting that better priors from RL fine‑tuning and effective context management are the key drivers of success.