Agents
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents
Our short summary of Apple’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on machinelearning.apple.com (opens in a new tab)Problem
Long, costly reasoning slowed multimodal search agents.
Solution
They replaced freeform reasoning with a set of reusable reasoning options and let the model pick the best one, scoring all options in parallel.
Per‑turn latency dropped 90%, overall inference latency 28–54% faster
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on machinelearning.apple.com (opens in a new tab)
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