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@lianapatel_
CS PhD @Stanford, working on llm data processing. Author of LOTUS (http://github.com/lotus-data/lotus), ACORN, DeepScholar & TokenGated Language Models
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A separate post praises a resource for relational data and quotes a claim about the size of its database collection.
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The authors report faster time-to-first-token and lower peak memory across diverse tasks, without accuracy degradation.
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A study author reports an advantage of up to 37 points, with 4× fewer turns—and asks what systems researchers still need to solve as models improve.
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Stanford PhD researcher building LLM data systems will co-organize NOVAS workshop at VLDB.
