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Agent Architecture

56 summarised stories about Agent Architecture, each linking back to the original source. Browse all topics →

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Thursday, 15 October 2026

Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents

Apple Machine Learning Research 1 week ago 35

Selection-based Structured Reasoning (SSR) reframes multimodal agent reasoning from freeform text generation into a selection task to reduce unhelpful long reasoning and its inference cost. At each turn, the model picks from reusable natural-language reasoning candidates rather than writing reasoning from scratch. This change makes agent action steps rely on structured, pre-specified reasoning options instead of open-ended deliberation.

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AI Agents AI Efficiency Multimodal Models Agent Architecture

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