Table · dataset · 2026
The Law of Stratified Inclusion (PSIE): A Universal Principle for Multiscale Stability
Listed in figshare
<p dir="ltr">We propose the Principle of Stratified Inclusive Evolution (PSIE), a universal framework governing multiscale stability in complex systems: long-term persistence requires that each hierarchical layer $n+1$ integrates the functional integrity of prior layers $1 \dots n$ without destructive interference.
Description
We formalize this via the inclusion flux $J_{n+1 \to n}$ and introduce the Stratified Dissolution Index (SDI) as an information-theoretic proxy for systemic failure: $SDI = 1 - \frac{I(X_{1 \dots n}; X_{n+1})}{H(X_{n+1})}$.
We empirically validate PSIE across seven diverse domains: metabolic decoupling in HeLa cancer lines ($SDI = 0.82$), decision-making deficits under VMPFC lesions ($SDI = 0.64$), derivative expansion relative to real GDP in the 2008 financial crisis ($SDI = 0.73$), neural pattern inheritance during \textit{Manduca sexta} metamorphosis ($\eta = 0.98$), reward-hacking collapse in RLHF-aligned language models ($SDI = 0.79$), carbon-cycle disruption during the Permian-Triassic extinction ($SDI = 0.71$), and cortical-limbic reintegration via MBSR therapy ($SDI$ reduction from $0.58 \to 0.31$).
Read the rest (1 more)
A 200$\times$200 agent-based spatial lattice model confirms a critical inheritance threshold ($\eta > 0.8$) for macro-coherence. When $SDI \to 1$, systems undergo "ontological cancer" by erasing their evolutionary substrates. Code available at: \url{github.com/bogdanstancu/psie-agent-model-v1}.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32389911.v8 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Cancer 75% · Physical geography and environmental geoscience 74%
Provenance · 1 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/32389911 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3709 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (74%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |