fig. 2 · trustworthy agents
Beneat
Verification before confidence.
Measured agent behaviour, risk intelligence, and the infrastructure required to make autonomous software observable and accountable.
- agents
- verification
- risk intelligence
Hello, my name is Alberto.
building Beneat + EMYS · studying risk, markets, and trustworthy systems
My background is in infrastructure, and I study Statistics for Economics and Business at the University of Padova. Markets have kept me curious since 2018: not only about price, but about uncertainty, incentives, and how decisions survive contact with reality.
I am building Beneat around measured agent behaviour, verification, risk-aware systems, and the infrastructure software needs before it can earn trust.
I am also building EMYS, a health intelligence system for a living biological record. It connects labs, scans, medical records, wearables, and personal history, reads change against a personal baseline and relevant evidence, then turns it into a clear cited brief and a measurable next step.
Ink on the calendar
spot the quiet weeks.
fig. 1 · weekly GitHub activity · official data when available
Repository activity
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Current work
two systems, one recurring question: what earns trust?
fig. 3 · living health record
EMYS
Health context that compounds.
A continuous view across records, labs, scans, wearables, history, personal baselines, and cited evidence—built to make change legible and next actions measurable.
- health data
- personal baselines
- evidence
Fields of inquiry
- markets
- statistics
- infrastructure
- biology
- decision quality
- agent reliability