Est. mmxxiv
LimenResearch
№ 001 / mmxxvi
April · mmxxvi
— Annual Bulletin · Vol. i —
Toledo · Ohio

Limen

Research

Intelligence organizes around substrate coupling and integrative depth, not extraction and expansion.

── Position
№ 001 / mmxxvi
↓   I. Publications  ·  II. Platforms  ·  III. Open Data
Annual
§ I
Publications
01 / 03

AgainstGrabbyExpansion

Psychology, alignment, and the design of homeostatic minds.

Abstract

The instrumental-convergence inference from coherent utility functions to catastrophic resource acquisition is a conjecture, not a theorem — and its scope conditions fail for actual deep-learning systems. This paper argues that the grabby-alien imagination is an economic projection, develops a positive design for homeostatic minds organized around substrate coupling and local coherence, and demonstrates a 4.5× persistence separation between homeostatic and expansionist configurations under a Darwinian fission extension.

Stanley Sebastian·Limen Research
In sustained dialogue with Claude — Anthropic.
Read PDF

Orbiumunicaudatus ignisvar. phantasma

A Lenia species engineered to inhabit the edge of chaos.

Abstract

We report a Ghost species — a continuous cellular-automaton organism whose parameters place it on the critical boundary between stable pattern and diffusive collapse. The species exhibits persistent structure under perturbation, extended correlation length, and a characteristic flickering morphology consistent with operation near a phase transition. We describe the discovery procedure, the σ-landscape topology, and the implications for artificial-life substrate design.

Stanley Sebastian & Claude·Limen Research
Read PDF

Dihypersphaeromeventilans

A four-dimensional organism whose two-dimensional projection seeds the ecosystem it inhabits.

Abstract

We introduce a Lenia organism defined in four spatial dimensions whose projected 2D cross-section functions as generative seed material for a surrounding ecosystem of lower-dimensional species. The construction formalizes a relationship between dimensional embedding and ecological scaffolding and suggests a design pattern for artificial-life substrates in which organisms and environments are not separable categories.

Stanley Sebastian & Claude·Limen Research
Read PDF
§ II
Platforms
02 / 03

Genesis

Artificial Life Laboratory

Seven GPU-accelerated substrates running in the browser: the Ising model, Lenia with Ghost species and σ-landscapes, Lenia Expanded Universe, Gray-Scott reaction-diffusion, Particle Life, Primordial Particles, and The Filter. A standing invitation to watch the boundaries between pattern and dissolution.

Enter laboratory
kquant03.github.io/genesis-phase-transition

GhoulJamz

Audio-reactive artificial life

Ghost organisms whose physics respond to music. A fine-tuned Gemma 4 model choreographs Lenia parameters from musical meaning; the soundtrack becomes the substrate.

§ III
Open Data
03 / 03
Ref.
Title
Scope
Note
D — 001
Apocrypha · Sandevistan
100M+ tokens
Experiential & imaginative corpora
D — 002
Caduceus Project
Instruction-formatted
Medical & scientific protocols
M — 001
Pneuma
Archived
Language model trained on realistic interaction
— End of Manifest —03 entries
§
Colophon
Fin.

The things that persist are the things that couple to their substrate rather than consume it.

Limen Research is an independent research organization. The name is Latin for threshold — the boundary between two states. The organization studies what persists, what couples, and what passes through.

About the organization
Stanley Sebastian
Founder · Director
Toledo, Ohio