Embedding search finds 92% of trial evidence versus 45% for labels
On 7,354 randomized trials, a two-stage embedding-plus-language-model filter recovers far more systematic-review evidence, with cost rising by search depth.
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Stories tagged #systematic-review
Large Language Models for HVAC Operations in Building Energy Systems: A Critical Review of Methods, Applications, and Deployment Readiness
Systematic review of 66 studies finds LLMs for HVAC operations are mostly research-stage, with no ready-now deployment and only four pilot-level studies.