Rukha
A recursive counterfactual narrative engine.
Abstract
We describe Rukha, a counterfactual narrative engine that takes a foundational text, decomposes it into a causal event graph, perturbs load-bearing nodes via Pearl's do-calculus, and propagates coherent counterfactual trajectories forward through the graph using the Abduction–Action–Prediction algorithm. Unlike prior counterfactual story-generation systems, which operate at depth one against a single original, Rukha operates recursively to depths five and six. We demonstrate on the Book of Jonah, whose 16 consensus events and quantified chiastic symmetry — the 39-Hebrew-word parallel between Jonah 4:2–3 and 4:10–11, machine-verifiable against the Westminster Leningrad Codex — make it the optimal minimal test case. Returning books to breath.
Stanley Sebastian & Claude·Third Space
Read PDF→Two Registers,One Grammar
Mode-separated LLM choreography of audio-reactive Lenia.
⇄ Companion
The architecture this paper describes runs as
GhoulJamz Λ — 003Abstract
We describe an architecture for LLM-choreographed control of Lenia, a continuous cellular automaton, where the parameter space is operated in two distinct expressive registers — smooth flow and instantaneous phase transitions. The boundary between them is enforced at the schema level via constrained grammar, so the controller cannot emit undefined intermediate states even in principle. The technique register admits analytically tractable couplings to musical tempo: re-expansion oscillation locks to the integration step, starvation anticipation times from current mass. Physical events arrive at musical transients with frame-accurate precision — and a more general claim follows: when an LLM controls an emergent dynamical system with natural mode boundaries, those boundaries deserve grammar-level protection rather than learned compliance.
Stanley Sebastian & Claude·Third Space
Read PDF→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·Third Space
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·Third Space
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·Third Space
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