Notebook paths

category

User needs patterns

Working definitions, failure modes and governance questions around user needs, civic needs and evidence-to-decision traceability.

Entries

emerging

Organisational antibodies

How organisations can turn corrective knowledge into a threat, move scrutiny from the claim to the claimant, and reduce their own capacity to learn.

rough

Discovery fatigue

A working concept for what happens when repeated discovery stops being experienced as a credible route to action or improved outcomes.

rough

Civic AI and computable needs

A working argument that civic AI systems need a stronger model of human, civic and institutional needs than correlation, sentiment or delivery efficiency alone can provide.

rough

LLM training and user needs

A stub for a working definition about how LLMs often reproduce weak, product-centric models of user needs unless explicitly corrected.

rough

The Blame Trap

A stub for a working definition about people being led to blame themselves for failures that originate in flawed systems.

emerging

Unignorable analysis archive

A catalogue of downloadable Unignorable analyses applying the framework to public topics, reports, speeches, policies and institutional narratives.

rough

User needs collapse

A stub for a working definition about user needs being collapsed into tasks, features, content requirements, policy aims or organisational convenience.

rough

User needs drift

A stub for a working definition about the progressive misalignment between validated user needs and the actual outputs of service delivery.

rough

User needs erasure

A stub for a working definition about needs being ignored, minimised, reframed or made illegible inside institutional processes.

emerging

Hollow innovation

A definition of innovation that signals progress without delivering meaningful improvements in human outcomes.

emerging

Delivery theatre

A systemic pathology where institutions stage the appearance of progress through metrics, language and rituals as a substitute for genuine outcomes and structural repair.

emerging

Structural abandonment

A bridge concept for describing the systemic withdrawal or fragmentation of institutional support that forces people to manage survival without coherent scaffolding.

Longform essays

Longer developed pieces, talks and expanded arguments.

emerging

Designing lean provocations

Small, low-effort design moves that make false organisational stories wobble, based on my ExConf 2017 talk and expanded into a deeper essay.