Matei Zaharia
@matei_zaharia
CTO @Databricks and prof @UCBerkeley. Working on data + AI, @ApacheSpark, @DeltaLakeOSS, @MLflow, @DSPyOSS, @GEPA_ai, @Omnigent_ai.
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We benchmarked coding agents on our own internal tasks at Databricks and learned a lot!
There are many surprising opportunities to lower cost and increase quality, and many models including open source ones are truly competitive now. 🧵
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Genie has transformed how Databricks users work with data, with 3x the accuracy of generic agents. We're sharing some of the research behind it and what makes building data agents challenging. Super proud of our research team's impact with this!
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