I am Raynor Eissens. I publish conceptual and empirical research on the systems surrounding abundant AI: reversibility, attention, trust, distributed cognition, power architecture and ambient computing.
The recurring problem is not simply how much a machine can produce. It is what happens to attention, continuity, trust, power and the freedom to change course when execution becomes cheap.
Conceptual work on the Ambient Era, affordable variation, institutional reversibility, power architecture and the conditions surrounding increasingly abundant machine intelligence.
Browse selected publications ↗The broader publication catalog lists the additional reports, technical notes, preprints and research deposits.
Now readable online: 196 complete PDF-to-HTML editions from 198 Zenodo records, with original sources linked. Browse all 202 records ↗
Measurement programs turn broad claims into observable variables: exit cost, state portability, attentional burden, irreversible residue, variation cost, trust functions and migration behavior.
These are now permanent parts of this research site, not dependencies on separate domains.
What happens when intelligence stops being a destination and increasingly becomes an environmental layer across agents, capabilities, devices and everyday life?
Open Ambient Era →Personal architectureWhat keeps identity, memory, state, permission, attention and authority coherent when execution and presentation move across apps, agents and surfaces?
Open Ambient Phone →Lower production costs do not automatically make better environments. Selection, coherent context, usable alternatives and affordable exit become central.
“What becomes scarce after generation stops being scarce?”
From released intelligence to capability-bearing artifacts: a load–release model for how bounded objects can expose more possibility than their visible form suggests.
An empirical program for measuring whether cheap AI also makes technological choice cheaper to reverse, migrate and recombine.
Critical synthesis of agentic offload, externalized trust, residue, distributed cognition and the hypothesis that the visible agent may become less salient.
Why distributed hardware is insufficient when protocols, standards and access rules can still be captured. Full-text synthesis note, no DOI assigned.
Research on what changes when generation becomes cheap and bottlenecks migrate toward selection, trust and the cost of exit.
Proposals exploring how systems carry context and continuity without making users permanently compensate for complexity.
From national feeds to question-first source routing, with attention to attribution, gatekeeping and publisher risks.
These works propose frameworks and research questions. Publication and DOI registration are not statements of independent peer review or empirical validation. Read the method note ↗
One person can build a working artifact through iterative prompting. A public environment can give it a history, a context, an audience and the possibility of further variation. This is the practical bridge from the paper to the software.
An observed design direction, not a claim that a community or sustained retention has already been demonstrated.
Read the artifact-to-field argument ↗