# Raynor Eissens | independent research

Canonical site: https://research.madeby.re/

## Internal ambient research lenses
- Ambient Era: https://research.madeby.re/ambient-era/
  Broader transition frame for intelligence becoming environmental across agents, capabilities and surfaces.
- Ambient Phone: https://research.madeby.re/ambient-phone/
  Personal continuity and authority architecture for distributed intelligence.

## Orientation
Raynor Eissens is an independent researcher working on post-generative systems, ambient intelligence, reversibility, attention, trust, power architecture and distributed AI systems. The site distinguishes conceptual frameworks, critical synthesis and empirical research programs. Publication identifiers do not themselves imply peer review, independent validation or novelty.


## Current research entry points
- The Second Jump: From Released Intelligence to Superartifacts: https://research.madeby.re/the-second-jump-superartifacts/
  Plain text: https://research.madeby.re/the-second-jump-superartifacts/article.txt
  JSON: https://research.madeby.re/the-second-jump-superartifacts/article.json
- Measuring Reversibility in AI Systems: https://research.madeby.re/measuring-reversibility/
  Plain text: https://research.madeby.re/measuring-reversibility/article.txt
  JSON: https://research.madeby.re/measuring-reversibility/article.json
- From Agent Offload to Ambient Field: https://research.madeby.re/agent-offload-ambient-field/
  Plain text: https://research.madeby.re/agent-offload-ambient-field/article.txt
  JSON: https://research.madeby.re/agent-offload-ambient-field/article.json
- Ambient Power: https://research.madeby.re/ambient-power/
  Plain text: https://research.madeby.re/ambient-power/article.txt
  JSON: https://research.madeby.re/ambient-power/article.json
- Beyond Abundance: https://doi.org/10.5281/zenodo.22700782
- Research map: https://research.madeby.re/research.html
- Selected publications: https://research.madeby.re/papers.html
- Publication catalog: https://research.madeby.re/archive.html
- Full-text library: https://research.madeby.re/library/
- Concepts: https://research.madeby.re/concepts.html
- About and method: https://research.madeby.re/about.html

## Evidence conventions
Conceptual work proposes models or distinctions. Synthesis notes connect documented developments while separating observation from hypothesis. Empirical programs define measurements, studies and falsification criteria; they do not imply that the proposed experiments have already been completed.

## Core current empirical question
As AI becomes cheaper to use, does meaningful technological choice become cheaper to reverse?

The Measuring Reversibility paper decomposes reversibility into exit cost, state portability, attentional burden, irreversible residue and variation cost.