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Jefouree

The discoveries worth talking about each week.

Latest updated

Latest digest: Monday August 03, 2026

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arXiv AI/ML

Teaching AI to Pull Exactly What You Need From Messy Business Documents

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Like having a very literal assistant who can spot the address, date, and invoice number in a pile of contracts—but now we can measure whether they're actually finding the right stuff, at what cost, and whether they cite their sources.

This means companies moving toward AI-powered document processing finally have a rigorous way to know if their systems actually work before betting real money on them.

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PubMed Genomics

Grass Keeps Its Cool in the Heat by Tuning a Single Molecular Switch

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When temperatures climb, perennial ryegrass flips on a master control that tells the plant to produce more protective molecules—like turning up the AC and the water system at the same time to survive summer.

This means we're getting closer to understanding—and possibly engineering—plants that can handle climate stress, which could matter a lot for crops in warming regions.

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