Current work on AI, continuity, authority, and adaptive systems.
01 / CURRENT WORK
Recent research and essays.
Machine action can remain locally visible while its origin, authority, objective, and continuing effects become globally unreconstructable.
An action may be visible to every system it crosses while the operation remains invisible to all of them. Read paper ↗Short-lived agents passed work, practices, and state across generations. The governance problem is not only whether an agent persists, but what survives it.
What survives the agent? Read case study ↗Intelligence can change at many layers without treating every correction as a reason to rewrite the deepest machinery beneath it.
High behavioural plasticity. Low constitutional drift. Read essay ↗Continuity is not a story about growth. It is a record of what changed, why, and what happened differently afterward.
Accountable change, not retrospective autobiography. Read essay ↗AI as an external surface for making recurring patterns in thought, reaction, and expression inspectable without pretending the machine can read a hidden self.
Reflection → inspection → authorship. Read essay ↗Longer-form publications.
A Theory of Legitimate Continuity
What may legitimately cross from what was into what comes next: memory, rupture, inheritance, judgement, refusal, and the future's right to choose.
A Measurable Theory of Human Return from Automation
A measurable test for whether automation returns meaningful human time rather than merely relocating institutional burden.
Claim the state that exists. Show what supports it. Leave the unresolved parts attached.
02 / SYSTEMS
Operational projects and methods.
A request and offer network that begins before requester and provider already know one another.
Compatibility is not permission. No stage automatically authorises the next.
A governed publication estate for formal, technical, institutional, human, cultural, and applied systems.
Publication Kernel → Division → Series → Artifact → Edition → Release Bundle → Public Surface
Govern the transition from recognised intent to warranted execution without turning every move into a bespoke ceremony.
SEE → WARRANT → MOVE → OBSERVE → CONTINUE Read metaframework ↗How AI can make the patterns beneath conscious thought inspectable without pretending the machine has privileged access to a hidden self.
Reflection → inspection → authorship Read essay ↗03 / CURRENT EDGE
Active inquiry, not a finished portfolio object.
A five-piece research arc on capability, delegated authority, escalation, receipts, and revocation in artificial systems that act, now joined by sourced case studies of what these problems look like in the wild.
Capability is real. Permission is separate.
04 / OPERATING INFRASTRUCTURE
The infrastructure used to organise and operate the work.
A working operator environment for preserving provenance, current state, decisions, authority boundaries, research, evidence, and continuity across the work.
