Do Not Make Human–AI Agreement the Goal
Human–AI agreement can hide anchoring or stubbornness. A better workflow preserves both provisional views, examines divergence and records why judgement changed.
A Warning Is Only Real When Someone Can Act
A siren or phone alert is only one link in a public-warning chain. Real safety depends on authority, reach, understanding and a feasible action people can take in time.
Why Solar Panels Go Dark in a Blackout
Rooftop solar can stop in a power cut by design. Understanding islanding, inverter control and critical loads turns a vague resilience promise into a system you can test.
Your Backup Needs a Second Reader
A backup can preserve every byte and still fail the person who needs it. A small recovery rehearsal reveals missing permissions, unreadable formats and knowledge trapped in one person's head.
From Reading to Doing: Alkemata’s Capsule Experiment
Alkemata proposes portable capsules that combine ideas, evidence and practical workflows, helping readers use their own LLMs to build projects and return experience to shared knowledge.
The Notification Is Part of the Decision
A public decision is effective only when its recipient can receive, understand and act on it. Good notification systems join delivery evidence to accessible content and accountable recovery.
The Asylum Interview Is Not a Chatbot
Digital tools can prepare and document asylum interviews, but trained humans must hear consequential accounts, manage ambiguity and remain answerable for credibility judgments.
Status Is a Promise, Not a Coloured Dot
A truthful case tracker shows what happened, who holds responsibility, what the person must do next, the deadline and how to challenge an incorrect state.
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.
Ideas at the Limit: Following a Thought Until It Changes Shape
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.