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Jefouree

The discoveries worth talking about each week.

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Latest digest: Monday September 07, 2026

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arXiv AI/ML

Government agencies train open-source AI on real APIs — and finally build a benchmark that matters

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It's like teaching someone to cook by letting them actually use the stove and taste ingredients, not just reading recipes on paper.

This means privacy-conscious governments and institutions can now measure whether their locally-deployed AI agents can actually handle the multi-step tasks they need to do — not just pretend.

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PubMed Neuroscience

Stress and smoking create a vicious loop — especially for women in dangerous relationships

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When your body's stress-response system is already overwhelmed by trauma, cigarettes don't calm it down — they send it further haywire.

This means trauma-informed care for intimate partner violence survivors needs to address not just the violence, but the nervous-system dysregulation that makes nicotine addiction and stress inseparable.

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