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databricks.com
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Its SQL scripting now maps cursors, temp tables and exception handlers with near-identical syntax. The piece it calls decisive, multi-table rollback, is where the published walkthrough runs out.
Reality
Eleven academic teams spent two months tuning on OfficeQA, then met a fresh benchmark on the day. The winner cleared 63.3 percent, and 18.8 percent of questions defeated every entrant.
Reality
A p99 of 200 milliseconds from Kafka to the online store beats batch cadence by a wide margin. It also stops before your model reads the feature.
Reality
Databricks is pitching SQL-callable AI functions as convenience. The consequential change is that predictions stop leaving the catalog, and the audit trail stops being a promise.
Reality