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stansApprentice

64 karma · joined November 6, 2025

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TrajectoryKit, a competitive open-source deep research agent without fine-tuning

williamlugoloobi.com·1 pts·stansApprentice·
0

Routing LLM queries using internal success predictions (70% cost reduction)

arxiv.org·1 pts·stansApprentice·
3

LLMs encode how difficult problems are

arxiv.org·174 pts·stansApprentice·
38