breakthroughsWTF 5.3via arXiv cs.AI
MasterControl Seventeen Every Time
"LLMs keep hallucinating SQL, so we're putting them on a shorter leash."
Explain Like I'm Normal
Researchers are moving away from letting LLMs write and execute raw code on the fly for enterprise data. By forcing the model to only select from pre-approved, deterministic analytical programs, they achieved 100% accuracy and replayability that raw SQL generation couldn't match. It turns out that taking away the model's freedom makes it actually useful for business reporting.
#enterprise#agents#determinism#sql#reliability
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