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RECORD / 768AE2 / REVIEWED

ZeroSearch

ZeroSearch trains a language model to use search-like reasoning while another model simulates retrieval results, removing live search API calls from reinforcement-learning rollouts.

State
available
Layer
foundation
Reviewed
2026-10-17
DECISION / USE

Why it matters

Use it when training search agents is bottlenecked by API cost, rate limits, or nondeterministic live retrieval.

CAUTION / LIMITS

What to check first

The simulated retriever can differ from production search, and the published training stack requires substantial model-serving and reinforcement-learning infrastructure.

REL / KNOWLEDGE

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