Google built a flash-flood prediction tool using Gemini and old news reports

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When I did the maths on this at a previous job, the median turnaround time was

Most prior research has been typically useful primarily for identifying animal remains; it’s more challenging to identify the kinds of plants ancient peoples might have consumed. The authors of this latest paper combined several analytical techniques to study the residues of 58 pottery pieces dating between the 6th and 3rd millennium BCE. And they, too, conducted their own experiments, cooking various combinations of the ingredients in ceramic vessels over an open fire.

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Moving forward, we still see meaningful headroom to optimize our Top K performance by pruning work earlier in the execution pipeline. One direction is index partitioning and segment-level ordering, where data is physically grouped or sorted by commonly queried dimensions (such as time ranges or coarse score buckets). With this layout, entire segments whose maximum possible score or ordering value cannot beat the current Top K threshold can be skipped.

The best option for short-length content generation such as market copy, sales reports, blogs, etc.

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