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Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

AI agents can't remember past conversations. They must constantly reload or retrieve context, which grows less efficient as tasks get longer and more complex. Memora solves this with a scalable memory system separating what’s stored from how it's retrieved. The post Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity appeared first on Microsoft Research.

Microsoft Research
Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis

Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis

Talos was built to help resolve a major bottleneck in genomic medicine: human review time. The open-source system recovered 90% of in-scope diagnoses while surfacing just 1.3 candidate variants per patient for expert review. The post Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis appeared first on Microsoft Research.

Microsoft Research
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