PUNKT // THEORY
Stable reference anchor for realization grammars, supervisory control, AI governance, and fail-closed consequence boundaries.
Generated candidates are not consequences.
This work studies systems where proposed transitions must pass explicit structural, admissibility, and governance checks before they can become authorized outcomes.
Φ GENERATE → Πₖ PROJECT → Ω OPEN / HOLD / KILL → W WITNESS
Dynamics may generate possibilities. The architecture decides what may cross into consequence.
| Plate | Meaning |
|---|---|
PUNKT |
The visible, bounded decision surface |
BANE |
The larger field of candidate paths and unresolved possibility |
Πₖ // CUT |
Projection against structure, type, boundary, and invariants |
Ω // GATE |
Explicit authorization: OPEN, HOLD, or KILL |
W // RECORD |
Downstream witness of evaluation or realized transition |
| Route | Surface | Use it for |
|---|---|---|
| READ | epistemic-architectures |
Stable definitions, architectural framing, and citation |
| RUN | ky-rox-public-demonstrators |
Deterministic public software demonstrations |
| EXPLORE | epistemic-architectures-notes |
Working notes, sketches, and non-canonical extensions |
| CITE | Zenodo working paper | Persistent scholarly reference |
The public design and naming rules are documented in BRAND_SYSTEM.md. A deploy-ready GitHub profile text is available in PROFILE_README.md.
This repository is the conservative theory anchor of the ecosystem. It preserves architectural definitions, separation of concerns, and epistemic constraints. Active demonstrators and exploratory notes live on separate public surfaces so that location cannot be confused with authority.
THEORY != DEMONSTRATOR
WORKING NOTE != CANON
OPEN != COMMITTED
WITNESS != AUTHORITY
Topics include:
- epistemic uncertainty and confidence-aware operation;
- supervisory control and governance overlays;
- finite-state supervision and graceful degradation;
- admissibility testing before irreversible consequence;
- separation of governance logic from task-level optimization;
- witnessed computation and explicit commit boundaries.
Stable reference repository / descriptive architecture / non-operational.
This repository does not provide a deployed safety system, certified control system, production interlock, physical hardware validation, or empirical physics validation. It is designed to be read as an architectural reference, not as executable authority.
Torjusen, M. E. (2026).
Epistemic Architectures: Systems That Know They Know.
Working paper, Zenodo.
DOI: 10.5281/zenodo.18436983
Marius Egerhei Torjusen
ORCID: 0009-0006-0431-6637
Torjusen, M. E. (2026). Epistemic Architectures: Systems That Know They Know. Zenodo. https://doi.org/10.5281/zenodo.18436983. Associated paper license: CC BY-ND 4.0.
MAXIMAL CORE / MINIMAL SURFACE / EXPLICIT CONSEQUENCE