Raw SignalSep 28, 20261 min read1 source

Llm deployment strategy and automation economics

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T-Bank has released T-Search, an open agentic retriever for complex multi-step search.

Built on Qwen3.6-35B-A3B and trained on synthetic data, it returns a ranked set of evidence chunks rather than a final answer, leaving answer generation to a separately chosen model. The release also includes TRuST, a hand-built Russian benchmark for complex agentic search, and SynthComp, a synthetic benchmark in Russian and English. Its harness uses bounded search rounds and explicitly preserved evidence to manage context growth.

Evidence / sources

  1. 1habr.com/ru/companies/tbank/articles/1060262
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