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Meta launches multimodal reasoning model Muse Spark with visual thinking and agent orchestration

Meta Superintelligence Labs has launched Muse Spark, a natively multimodal reasoning model with support for tool use, visual chain of thought, and multi-agent orchestration. The model is available on meta.ai and in the Meta AI app, with Meta planning to open-source future versions. Benchmarks show that Muse Spark uses over 10 times less compute than Llama 4 Maverick while achieving strong performance.

WHY IT MATTERS

Muse Spark represents a significant advance in multimodal AI reasoning with radically improved energy efficiency, which could impact the development of smaller, more practical AI systems. Open-source plans signal Meta's strategy to maintain influence in the open-weight model landscape.

SOURCES

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