The geography of AI diffusion
A source-aware atlas of AI adoption across economies, organisations, work, education and everyday tasks, integrating ten research sources.
Strategic design for organisations, institutions and complex systems
Essays on how organisations, cities, technologies and geopolitical systems are shaped, reshaped and governed through culture, institutions and the systems that mediate power, information and action.
Reports
Featured essay
Designing for agency
As software moves from answering questions to taking action, design can no longer focus solely on interfaces. The central challenge becomes agency itself: who may act, under whose authority, within which constraints, and with what accountability.
Dossiers
01
Agentic Interfaces
How decision-making, delegation and coordination change when software mediates between human activity and organisational processes.
Agentic Mediation · Machine-Readable Trust
02
Design Governance & Delivery
How design quality, standards and delivery decisions are coordinated across teams, products and organisations at scale.
Design as Governance · Decision Artefacts
03
Trust-Critical Systems
Identity, privacy, payments, AI and regulated services where trust, accountability and recoverability are integral to the experience.
Machine-Readable Trust · Recoverability
04
Aesthetic Critique
The relationship between aesthetics, culture, technology and institutional decision-making, and their impact on quality, meaning and differentiation.
Aesthetic Mediocrity · Operational Aesthetics
05
Culture, Literacy & Mediation
How language, symbols and systems of mediation shape understanding, participation and interpretation across human and machine contexts.
Literacy as Interface · Cultural Mediation
06
Perception, Deception & Signal Systems
How information is communicated, obscured and interpreted through signals, interfaces and systems of perception.
Signal Interference · Deception by Design
07
Urban Systems
Cities examined through the design and operation of services, infrastructure, governance and everyday urban experience.
Urban Service Systems · Infrastructure of Meaning
08
Design and Power
Who controls an interface, grants an agent authority, or gets to interpret a written record?
Authority Design · Post Brand Interfaces · Cultural Mediation
Latest essays
Design Governance OS
An operating system to scale design quality in digital products and services — under real constraints, the minimum viable management system to keep decision integrity, delivery speed, and craft consistent across teams, markets, and high‑stakes domains.
From Interface Craft to Governable Delegation
Design leadership now has one job: move from polishing surfaces to authoring governable delegation.
On literacy
Literacy Is the difference between being able to formulate your own reasoning and simply selecting from pre-packaged options, between understanding a text and merely consuming it.
Inverting the interface: design, personal agents, and the post-brand world
What happens when people experience brands, services, and institutions primarily through their own AI agents—rather than through brand‑designed apps, websites, and campaigns?
Age of mediocrity: designers and the AI mirror
A reflection on the future of Design and the evolving role of the Designer in a world increasingly shaped by artificial intelligence.
Dazzle Camouflage
The concept of dazzle camouflage emerged from competing visions of how to protect naval vessels.
Concepts
Colophon
in/out examines how systems are designed, governed and contested.
Through the lens of strategic design, it explores organisations, cities, technologies and geopolitical systems, with particular attention to governance, institutions and human–machine interaction.
in/out editorial is the custom theme designed for this journal.
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