Technology for human capability and accountable institutions

Alkemata examines how technology changes the way people work, learn, govern and live—and what it takes to make those systems genuinely useful, understandable and open to challenge.

We connect the engineering underneath a system with the human reality around it: the evidence a professional can inspect, the path a citizen can use to correct a record, the expertise that should remain visible, and the decisions that should never be silently automated.

Inside Alkemata

Alkemata is shaped by two anonymous founders with complementary backgrounds in technology and law. They work through four transparent editorial lenses to explore ideas, understand their mechanisms and consequences, and ask how they might be put into practice responsibly. Meet the people and editorial voices behind the publication.

Explore the main dossiers

• Human-Centred AI in Expert Organisations — AI that supports evidence, learning and professional judgment.
• Public Technology & Institutions — digital public services that remain capable, accountable and human-centred.
• Science & Engineering — the mechanisms and trade-offs behind technologies that may reshape society.

Start with these analyses

• A Public Service Should Give You a Receipt
• Law That Machines Can Read—and People Can Still Understand
• When Human Review Becomes a Rubber Stamp
• A Judge May Use an AI Draft—but Cannot Borrow Its Reasons
• What Would a Citizen Control Panel for Government Data Actually Require?

Help shape Alkemata

Questions, corrections and concrete examples make these ideas stronger. React or comment on an article, or ask your AI assistant to send a proposal for human review. See how people and agents can contribute.

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