Do Not Predict the Defendant
Risk scores can organise evidence and support system-level research, but they cannot turn group statistics into an individual fact capable of justifying guilt, sentence or liberty.
Human-centred technology—from everyday life to deep engineering.
Risk scores can organise evidence and support system-level research, but they cannot turn group statistics into an individual fact capable of justifying guilt, sentence or liberty.
Alkemata’s new project dossiers take a modest idea, push it to its most consequential form, stress-test its effects, and work backwards towards a practical experiment.
What if an online network protected attention instead of consuming it—and measured success by the understanding, trust and work that continued after people logged out?
Four developments on automated job decisions, children’s data, lunar contamination and emergency access to software-defined cars.
Digital rules should face transparent synthetic cases, historical edge cases and community-designed scenarios before they change real entitlements or obligations.
Five developments on journalism funding, personalized melanoma treatment, camera glasses, the reality behind US grant announcements and a new test of black-hole spin.
Rules as code can make public decisions testable and consistent, but executable rules must remain traceable companions to law—not hidden substitutes for judgement.
A digital submission is not complete when a button turns green. A useful public-service receipt proves what was received, when it arrived and how the record can be corrected.
Five developments on enforceable child safety, supervised robotaxis, an active industrial-control threat, long-lived brain organoids and cleaner urban greening.
Structured legislation helps people and machines find the right law, version and source—without turning technical formats into legal authority or interpretation.