Machine Heart
Machine Heart
Apr 21, 2026 · Artificial Intelligence

Monet Enables Multimodal Models to Perform Human‑like Abstract Visual Thinking

Monet introduces a training paradigm that lets multimodal large language models reason directly in a continuous latent visual space, replacing external tool calls with implicit visual embeddings, and demonstrates significant gains on both in‑distribution perception tasks and out‑of‑distribution abstract visual reasoning through a three‑stage supervised fine‑tuning and a novel visual‑latent policy optimization.

Latent EmbeddingMLLMVisual Reasoning
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Monet Enables Multimodal Models to Perform Human‑like Abstract Visual Thinking