Unverified50% confidenceFactExact time
TinyFish's production-grade agentic search architecture is divided into 7 stages, with the core mechanisms being evidence contracts and bounded retries.
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50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
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Related Claims
UnverifiedThe seven dimensions to focus on when selecting a tool include evaluation depth, agent-level trace tracking, failure discovery capability, quality alerting, production-to-test closed loop, and team fit (the original text lists six items while the title says seven).63% similarUnverifiedThe study's testing protocol is designed to resist common long-context benchmark gaming tactics, such as placing key information at the beginning and end of a sequence, using training-set documents, or designing overly simple questions.60% similarUnverifiedMulti-hop retrieval means first retrieving a first batch of documents, constructing a new query based on the results and then retrieving the next batch, gradually assembling the complete evidence chain; it applies to the situation where the all-evidence score is low while any-hit is normal.60% similarUnverifiedThe recommended progression is: first use ablation experiments to confirm feature effectiveness, then implement 64-bit integer encoding for acceleration, then gradually increase search depth, and finally use genetic algorithms to re-optimize feature weights at the new depth.60% similar
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