what belongs in a research harness when the models keep improving, and how do we get the expertise into it?

Scientific publication compresses a branching, iterative research process into a linear narrative, discarding the majority of what was discovered along the way. This compilation imposes two structural...

Deeply phenotyped cohorts combine clinical, imaging, molecular, and wearable observations across timescales from seconds to years. This breadth can reveal which measurements inform which health-relate...

a look at health benchmarks in the gpt-6 astra and fable 5.1 model cards, incremental gains, and questions about the judges.

Research CV of Gal Sapir, Staff Research Scientist at Pheno.AI, working on health AI, foundation models, clinical evaluation, and research systems.