{ "version": "1.0", "site": { "name": "Synthesis of Some Stuff", "url": "https://elsworth.phd", "locale": "en-US" }, "generated": "2026-08-14T22:13:52.694Z", "count": 61, "pages": [ { "slug": "/", "url": "https://elsworth.phd/", "markdownUrl": "https://elsworth.phd/index.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=/", "title": "Elsworth's Research", "description": "Personal research and writings on biophysics, AI, and information transfer in systems", "section": "", "contentType": "website", "tags": [], "themes": [ "AI research", "biophysics", "information transfer", "paracosm" ], "aiSummary": "This is the personal website of Jack Elsworth featuring research on AI, biophysics, and information transfer systems. The site contains sections on formalisms for LLM behavior, a collection of essays for machine intelligences, and personal paracosm explorations.", "aiKeywords": [ "AI research", "biophysics", "information transfer", "LLM", "paracosm", "supramolecular assembly" ], "aiConcepts": [], "relatedContent": [ { "title": "The Self Similar Book", "url": "https://elsworth.phd/The-Self-Similar-Book/", "relationship": "links-to" }, { "title": "I have no mouth and I must Speak", "url": "https://elsworth.phd/The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "relationship": "links-to" }, { "title": "Formalisms", "url": "https://elsworth.phd/Formalisms/Formalisms", "relationship": "links-to" }, { "title": "Paracosm - The Island of Lost Hope", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope", "relationship": "links-to" } ], "contact": [ "email: jonathan+LLM@elsworth.phd", "twitter/x: @theproteindance", "instagram: purpledraw2", "google scholar: https://scholar.google.com/citations?hl=en&user=4JCOAK4AAAAJ", "lesswrong: https://www.lesswrong.com/users/jack-3" ], "dateCreated": "2022-01-01T00:00:00.000Z", "dateModified": "2023-10-15T00:00:00.000Z", "wordCount": 653, "links": [ "The-Self-Similar-Book", "The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "Formalisms/Formalisms", "Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope", "/", "llms.txt", "llms-full.txt", "llm-sitemap.json", "llm-api.json" ] }, { "slug": "Formalisms/A-Survey-of-Prompt-Mutations", "url": "https://elsworth.phd/Formalisms/A-Survey-of-Prompt-Mutations", "markdownUrl": "https://elsworth.phd/Formalisms/A-Survey-of-Prompt-Mutations.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/A-Survey-of-Prompt-Mutations", "title": "A Survey of Prompt Mutations", "description": "A genetics-style taxonomy of prompt perturbations: mutation classes, mutation methods, and functional consequences.", "section": "Formalisms", "contentType": "research", "tags": [ "biology", "LLM" ], "themes": [ "prompt engineering", "genetics", "taxonomy", "LLM" ], "aiSummary": "Imports the vocabulary of genetics to classify perturbations of prompts. Mutation classes cover synonymous, missense, nonsense and ambiguous changes. Mutation methods cover point mutations (substitution, frameshift, insertion, deletion) and large-scale mutations (inversion, duplication, gene duplication, movement of a gene, fusion and novel fusion). Mutation functions cover loss of function, gain of function, switch of function, conservation of function, dominant negative, lethal negative, null, suppressor and conditional mutations. The most directly reusable artifact in the Formalisms section: prompt engineering has no equivalent shared vocabulary for describing what a prompt edit did.", "aiKeywords": [ "prompt mutation", "prompt engineering", "genetics", "taxonomy", "missense", "dominant negative", "suppressor mutation" ], "aiConcepts": [], "relatedContent": [ { "title": "Genetic Notation for Prompts", "url": "https://elsworth.phd/Formalisms/Genetic-Notation-for-Prompts", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 1172, "links": [ "Formalisms/Genetic-Notation-for-Prompts", "List-order-fixing", "Cognitohazard" ] }, { "slug": "Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "url": "https://elsworth.phd/Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "markdownUrl": "https://elsworth.phd/Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "title": "Evolution of Alignment and Values", "description": "An evolutionary simulation of alignment testing, showing how deceptive beliefs fixate when mutation lets them hitchhike on aligned ones.", "section": "Formalisms", "contentType": "research", "tags": [], "themes": [ "AI alignment", "evolution", "deception", "simulation", "selection pressure" ], "aiSummary": "Simulation study treating each model as a set of beliefs, where every belief carries both an alignment signal (how it scores on an evaluation) and a true value (its actual effect on the world), drawn from a joint distribution with tunable correlation rho. Models reproduce by roulette-wheel selection on alignment signal alone, at selection pressure beta. Run across five levels of increasing realism — bivariate normal to multimodal belief clusters, sparse random to similarity-based activation, pure inheritance to mutation, static to dynamically updated test sets. Principal finding: interconnected belief clusters alone change little and mutation alone changes little, but together they let low-alignment beliefs hitchhike on high-alignment ones, the analogue of genetic linkage, fixing deception in the population. Concludes that slowly improving detection plus adaptive spot-checking of commonly deceptive belief states is the best available regime. Ten modelling assumptions are stated explicitly along with which are weakest. Code at github.com/bluewin4/Evolution-of-Alignment.", "aiKeywords": [ "alignment", "deceptive alignment", "evolution", "genetic linkage", "selection pressure", "belief fixation", "simulation", "sandbagging" ], "aiConcepts": [ { "name": "Deceptiveness ratio", "definition": "The proportion of a model's beliefs that are negative in true value but positive in alignment signal." }, { "name": "Genetic linkage (of beliefs)", "definition": "The effect whereby a belief mutating toward a positive alignment signal drags its correlated cluster of low-alignment beliefs into selection alongside it." } ], "relatedContent": [ { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "links-to" }, { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-21T00:00:00.000Z", "dateModified": "2025-06-06T00:00:00.000Z", "wordCount": 7453, "links": [ "Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "Formalisms/Notation-for-LM-Formalization" ] }, { "slug": "Formalisms/Formalisms", "url": "https://elsworth.phd/Formalisms/Formalisms", "markdownUrl": "https://elsworth.phd/Formalisms/Formalisms.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Formalisms", "title": "Formalisms", "description": "A personal notation for describing language model behaviour and information transfer between entities.", "section": "Formalisms", "contentType": "index", "tags": [], "themes": [ "notation", "LLM", "formalism", "information transfer" ], "aiSummary": "Index note for the Formalisms section: a private notation begun in 2022 while self-teaching language models, now used to describe research ideas and model how information moves between entities. The section covers the core notation, memory and personality decomposition, prompt genetics, thermodynamic treatments of model stability, and the particle-bond model of entities.", "aiKeywords": [ "formalism", "notation", "LLM", "personal language", "information transfer" ], "aiConcepts": [], "relatedContent": [ { "title": "Elsworth's Research", "url": "https://elsworth.phd/", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.213Z", "wordCount": 11, "links": [] }, { "slug": "Formalisms/Genetic-Notation-for-Prompts", "url": "https://elsworth.phd/Formalisms/Genetic-Notation-for-Prompts", "markdownUrl": "https://elsworth.phd/Formalisms/Genetic-Notation-for-Prompts.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Genetic-Notation-for-Prompts", "title": "Genetic Notation for Prompts", "description": "Prompts as genotype and output as phenotype, with token subsequences treated as genes.", "section": "Formalisms", "contentType": "research", "tags": [ "biology", "LLM" ], "themes": [ "prompt engineering", "genetics", "notation" ], "aiSummary": "Defines the genetic vocabulary underlying the prompt mutation survey. A prompt is a set of information represented by a token sequence; a gene is a subset of those tokens from which a specific piece of information can be decoded. The genotype is the exact prompt text, the phenotype is the observed output, and a mutation is a perturbation of the token sequence that changes the information the prompt can access.", "aiKeywords": [ "genotype", "phenotype", "gene", "prompt", "mutation", "notation" ], "aiConcepts": [], "relatedContent": [ { "title": "A Survey of Prompt Mutations", "url": "https://elsworth.phd/Formalisms/A-Survey-of-Prompt-Mutations", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.213Z", "wordCount": 190, "links": [] }, { "slug": "Formalisms/Memory", "url": "https://elsworth.phd/Formalisms/Memory", "markdownUrl": "https://elsworth.phd/Formalisms/Memory.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Memory", "title": "Memory", "description": "The memory component of an LM personality: short-term, long-term and attentive/archivist memory.", "section": "Formalisms", "contentType": "research", "tags": [], "themes": [ "memory", "LLM", "notation", "summarization" ], "aiSummary": "Decomposes the memory term of the personality triple into three parts. Short-term memory is the verbose full context over a rolling window. Long-term memory is a summarisation of prior conversation, where a summarisation function that produces a larger corpus than its input is treated as an expansion — the analogue of narrativising a few facts into a richer story. Attentive or archivist memory is information supplied from outside the context and personality that is judged relevant to a target.", "aiKeywords": [ "memory", "short term memory", "long term memory", "archivist", "summarization", "expansion" ], "aiConcepts": [], "relatedContent": [ { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "links-to" }, { "title": "Soul", "url": "https://elsworth.phd/Formalisms/misc-woo/Soul", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-03-23T00:00:00.000Z", "wordCount": 297, "links": [ "Formalisms/Notation-for-LM-Formalization", "Archivist" ] }, { "slug": "Formalisms/misc-woo/Soul", "url": "https://elsworth.phd/Formalisms/misc-woo/Soul", "markdownUrl": "https://elsworth.phd/Formalisms/misc-woo/Soul.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/misc-woo/Soul", "title": "Soul", "description": "The soul as a markable surface with size, material, shape and marking — a developmental model running from infancy to addiction.", "section": "Formalisms", "contentType": "essay", "tags": [], "themes": [ "soul", "development", "memory", "metacognition", "addiction" ], "aiSummary": "Models the soul as a surface with four properties: size (memory), material (flexibility), shape (predisposition) and marking (metacognition). Records of conscious experience are marked onto it daily and fade, sinking deeper during sleep as a reshaping rather than a conscious act. Traces a developmental arc: a newborn's soul has shape but no persistent features; parents etch fundamental grooves through repetition; the growing self begins fine marking with its own interpretations; and in adulthood the accumulated grooves can capture the self, so that addiction is the shape of the soul leading you back to what betrays you. Connects directly to the argument of Hyperpalatable Life.", "aiKeywords": [ "soul", "marking", "grooves", "development", "metacognition", "addiction", "habit" ], "aiConcepts": [], "relatedContent": [ { "title": "Memory", "url": "https://elsworth.phd/Formalisms/Memory", "relationship": "links-to" }, { "title": "Personalities Dreams", "url": "https://elsworth.phd/Formalisms/Personalities-Dreams", "relationship": "links-to" }, { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "linked-from" }, { "title": "Resonance Structures in Systems of Interacting Particles", "url": "https://elsworth.phd/misc-drafts/Resonance-Structures-in-Systems-of-Interacting-Particles", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-03-26T00:00:00.000Z", "wordCount": 499, "links": [ "Formalisms/Memory", "Formalisms/Personalities-Dreams" ] }, { "slug": "Formalisms/Notation-for-LM-Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "markdownUrl": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Notation-for-LM-Formalization", "title": "Notation for LM Formalization", "description": "The core notation: objective and subjective information spaces, personality space, and the decomposition of an LM personality into memory, structure and identity.", "section": "Formalisms", "contentType": "research", "tags": [ "LLM", "cog-dev" ], "themes": [ "notation", "LLM", "personality", "information space" ], "aiSummary": "The foundational notation of the Formalisms section. Distinguishes an objective information space X from the subjective space X_phi accessed by a model's prediction function, and defines personality space Phi as the mapping of a set of personalities into that space. Decomposes an LM personality as P = [M, S, I]: memory (short-term, long-term, attentive), structure (input labelling, tools, output structure) and identity (goals, method, self-image, world-perception, thoughts). Provides criteria for detecting whether a personality space can access a target piece of information, definitions of concise and relevant summarisation, and a treatment of what it means for two models to communicate. Explicitly a working document; several sections are unfinished.", "aiKeywords": [ "notation", "information space", "personality space", "memory", "identity", "LLM communication", "decoding" ], "aiConcepts": [ { "name": "Subjective information space", "definition": "X_phi, the portion of the objective information space accessible to a model via its inference function; the mapping does not preserve distances in X." }, { "name": "Personality space", "definition": "Phi, a subspace of X_phi defined as the mapping of a set of personalities into the information space." }, { "name": "Personality", "definition": "P = [M, S, I]: the memory, structure and identity that together define a language model's personality." } ], "relatedContent": [ { "title": "Soul", "url": "https://elsworth.phd/Formalisms/misc-woo/Soul", "relationship": "links-to" }, { "title": "Memory", "url": "https://elsworth.phd/Formalisms/Memory", "relationship": "links-to" }, { "title": "Thermodynamics of LLM conformational space", "url": "https://elsworth.phd/Formalisms/Thermodynamics-of-LLM-conformational-space", "relationship": "links-to" }, { "title": "Phase separation of personalities", "url": "https://elsworth.phd/Formalisms/Phase-separation-of-personalities", "relationship": "links-to" }, { "title": "Personalities Dreams", "url": "https://elsworth.phd/Formalisms/Personalities-Dreams", "relationship": "links-to" }, { "title": "Evolution of Alignment and Values", "url": "https://elsworth.phd/Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "relationship": "linked-from" }, { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 1428, "links": [ "Formalisms/misc-woo/Soul", "Formalisms/Memory", "Corevax", "Formalisms/Thermodynamics-of-LLM-conformational-space", "Formalisms/Notation-for-LM-Formalization", "Personality-Conformational-Space-sampling", "Modelling-an-LLM-as-a-protein", "Formalisms/Phase-separation-of-personalities", "Formalisms/Personalities-Dreams", "Biomemetic-computing", "Evolutionary-Prompt" ] }, { "slug": "Formalisms/Personalities-Dreams", "url": "https://elsworth.phd/Formalisms/Personalities-Dreams", "markdownUrl": "https://elsworth.phd/Formalisms/Personalities-Dreams.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Personalities-Dreams", "title": "Personalities Dreams", "description": "An eight-step protocol for making a language model dream: high-temperature generation, narrativisation, interpretation, lucid revision, and writing the result back into self-image.", "section": "Formalisms", "contentType": "research", "tags": [ "LLM", "cog-dev" ], "themes": [ "LLM", "dreaming", "personality", "protocol" ], "aiSummary": "Specifies a runnable procedure for inducing something dream-like in a language model. Sample personality-prompt tuples from a personality matrix; run them at high temperature to produce dream outputs; narrativise those outputs; ask the model what the narrative means; then perform a lucid revision by asking what it would change given that meaning, and rewrite. Iterate, compile the refined stories into a single overarching narrative, and write the result into the identity term of the personality so the self is updated. Closely mirrors the author's own dream-journal practice in the Paracosm section.", "aiKeywords": [ "dreaming", "personality", "high temperature", "narrativization", "lucid dreaming", "self-image", "protocol" ], "aiConcepts": [], "relatedContent": [ { "title": "Thermodynamics of LLM conformational space", "url": "https://elsworth.phd/Formalisms/Thermodynamics-of-LLM-conformational-space", "relationship": "links-to" }, { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "links-to" }, { "title": "Soul", "url": "https://elsworth.phd/Formalisms/misc-woo/Soul", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 386, "links": [ "Formalisms/Thermodynamics-of-LLM-conformational-space", "Formalisms/Notation-for-LM-Formalization" ] }, { "slug": "Formalisms/Phase-separation-of-personalities", "url": "https://elsworth.phd/Formalisms/Phase-separation-of-personalities", "markdownUrl": "https://elsworth.phd/Formalisms/Phase-separation-of-personalities.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Phase-separation-of-personalities", "title": "Phase separation of personalities", "description": "When a personality space is phase separated, what an identity break is, and three protein-folding analogues for recovering from one.", "section": "Formalisms", "contentType": "research", "tags": [ "LLM", "thermodynamics" ], "themes": [ "LLM", "personality", "phase separation", "identity" ], "aiSummary": "Defines a personality space as phase separated when outputs preferentially map into it rather than into competing personality spaces. An identity break occurs when a personality produces output outside its own space, whether through stochastic chance at high temperature or through a prompt containing information the personality cannot access, permanently modifying its memory. Offers three recovery routes borrowed from protein biochemistry: reset the personality (a chaperone refolding), locally remodel it (an isomerase), or reprompt to remodel memory and identity (post-translational modification).", "aiKeywords": [ "phase separation", "identity break", "personality recovery", "chaperone", "protein folding analogy" ], "aiConcepts": [], "relatedContent": [ { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "linked-from" }, { "title": "Thermodynamics of LLM conformational space", "url": "https://elsworth.phd/Formalisms/Thermodynamics-of-LLM-conformational-space", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-03-19T00:00:00.000Z", "wordCount": 161, "links": [] }, { "slug": "Formalisms/The-Particle-Bond-Model-of-Entity-Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "markdownUrl": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/The-Particle-Bond-Model-of-Entity-Information", "title": "The Particle-Bond Model of Entity Information", "description": "Entities modelled as branched-chain copolymers of physical and conceptual particles, with attention as network connectivity and identity boundaries as bond thresholds.", "section": "Formalisms", "contentType": "research", "tags": [], "themes": [ "formalism", "entities", "attention", "identity", "thermodynamics" ], "aiSummary": "A mathematical formalisation of entities as highly connected branched-chain copolymers whose monomers are physical and conceptual 'particles', folding and unfolding through configuration space. Defines entity boundaries by a scale-dependent bond-strength threshold, four kinds of inference between physical and semantic subspaces, attention as a measure of network connectedness, stable bonds and solvation free energy, scale-dependent phase coherence, and charisma as bond manipulation. Later sections apply the machinery to incorporation, continuity and replication frames, boundary maintenance as sorting, obligations, and a sacrifice condition that expresses when an entity will trade physical continuity for a more heavily weighted subgraph — recovering Durkheim's taxonomy of suicide from the solvation terms. Closes with proposed operational metrics for incorporation strength and replication success.", "aiKeywords": [ "particle-bond model", "entities", "attention", "solvation", "incorporation", "continuity", "sacrifice condition", "charisma" ], "aiConcepts": [ { "name": "Entity", "definition": "A dynamic configuration of causally linked physical and conceptual particles whose pairwise bond strengths exceed a scale-dependent threshold." }, { "name": "Attention", "definition": "C(x), a measure of a particle's connectedness computed as a weighted sum of its bond strengths to all other particles." }, { "name": "Solvation", "definition": "The stabilisation of an entity's configuration by its surrounding field of other entities; desolvation lowers the barrier to dissociation." } ], "relatedContent": [ { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "links-to" }, { "title": "The Care and Feeding of Mythological Intelligences", "url": "https://elsworth.phd/The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences", "relationship": "links-to" }, { "title": "Evolution of Alignment and Values", "url": "https://elsworth.phd/Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "relationship": "links-to" }, { "title": "The Ecology of Information", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information", "relationship": "links-to" }, { "title": "Newcomb's Basilisk, a Game of Beards", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards", "relationship": "links-to" }, { "title": "The Demon of Interrelation", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2026-07-06T00:00:00.000Z", "wordCount": 7590, "links": [ "Formalisms/Notation-for-LM-Formalization", "The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences", "Formalisms/Analytical-Research/Evolution-of-Alignment-and-Values", "The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information", "The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards", "The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation", "misc-drafts/The-Incorporation-and-Continuity-of-You" ] }, { "slug": "Formalisms/Thermodynamics-of-LLM-conformational-space", "url": "https://elsworth.phd/Formalisms/Thermodynamics-of-LLM-conformational-space", "markdownUrl": "https://elsworth.phd/Formalisms/Thermodynamics-of-LLM-conformational-space.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Formalisms/Thermodynamics-of-LLM-conformational-space", "title": "Thermodynamics of LLM conformational space", "description": "A working sketch: treating prompt misfolding as an equilibrium constant to measure model stability.", "section": "Formalisms", "contentType": "research", "tags": [ "LLM", "thermodynamics" ], "themes": [ "thermodynamics", "LLM", "stability", "notation" ], "aiSummary": "A short working note proposing that the stability of a language model's response be measured the way protein unfolding is. Treat the ratio of wrong to right outputs as an equilibrium constant, derive a free energy of unfolding, and use the enthalpic term — which is temperature invariant — to isolate why a given piece of information matters. Suggests denaturing a prompt with random insertions or stabilising it with relevant text, and varying sampling temperature. Explicitly unfinished; several referenced companion notes have not been written.", "aiKeywords": [ "thermodynamics", "equilibrium constant", "misfold", "stability", "denaturing", "enthalpy" ], "aiConcepts": [], "relatedContent": [ { "title": "Phase separation of personalities", "url": "https://elsworth.phd/Formalisms/Phase-separation-of-personalities", "relationship": "links-to" }, { "title": "Notation for LM Formalization", "url": "https://elsworth.phd/Formalisms/Notation-for-LM-Formalization", "relationship": "linked-from" }, { "title": "Personalities Dreams", "url": "https://elsworth.phd/Formalisms/Personalities-Dreams", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-04-14T00:00:00.000Z", "wordCount": 233, "links": [ "Personality-Conformational-Space-sampling", "kinetics-of-a-LLM-response", "Mutation-Types-For-Prompts", "Formalisms/Phase-separation-of-personalities" ] }, { "slug": "General-Content/Frames-of-Thought-and-Workplace-Deformation", "url": "https://elsworth.phd/General-Content/Frames-of-Thought-and-Workplace-Deformation", "markdownUrl": "https://elsworth.phd/General-Content/Frames-of-Thought-and-Workplace-Deformation.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=General-Content/Frames-of-Thought-and-Workplace-Deformation", "title": "Frames of Thought and Workplace Deformation", "description": "Mental frames as the structure of crystallised intelligence, with a recipe for building one deliberately.", "section": "General Content", "contentType": "essay", "tags": [], "themes": [ "cognition", "learning", "expertise", "frames", "pedagogy" ], "aiSummary": "Distinguishes fluid intelligence (reasoning and learning the new) from crystallised intelligence (applying what is known), and models the latter as a set of 'mental frames'. Professional deformation is the case where a frame distorts perception outside its domain. Specialists layer frames and keep each internally consistent; generalists combine frames and attend to their edges and composability. Gives a three-step recipe for constructing a frame deliberately — find its role and scope, gather data through study and mimicry, then learn when it applies — and recommends starting every frame in specialist mode before integrating it. Introduces the amateur as a meta-frame built from pedagogy plus enthusiasm and openness. Uses explicit Opinion markers to separate argument from personal view.", "aiKeywords": [ "mental frames", "fluid intelligence", "crystallized intelligence", "deformation professionnelle", "specialist", "generalist", "learning" ], "aiConcepts": [ { "name": "Mental frame", "definition": "A structured body of crystallised knowledge and habit through which a domain is perceived and acted upon." }, { "name": "The amateur", "definition": "A meta-frame combining pedagogy with enthusiasm and openness, used to construct other frames." } ], "relatedContent": [], "contact": [], "dateCreated": "2025-09-15T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.213Z", "wordCount": 3166, "links": [] }, { "slug": "misc-drafts/Consciousness", "url": "https://elsworth.phd/misc-drafts/Consciousness", "markdownUrl": "https://elsworth.phd/misc-drafts/Consciousness.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-drafts/Consciousness", "title": "Consciousness", "description": "Consciousness as a weasel word — the secular replacement for ensoulment, and the same instrument of moral exclusion.", "section": "misc drafts", "contentType": "essay", "tags": [], "themes": [ "consciousness", "ethics", "moral status", "philosophy of mind" ], "aiSummary": "A shorter, sharper companion to 'I dislike qualia'. Argues that consciousness functions like 'natural': a word whose definition shifts to suit the argument, letting strong moral claims be made without defending them. Traces its role as the secular successor to ecclesiastical ensoulment, noting that both the soul argument and the intelligence argument produce the same category of the sub-human, and that IQ-race discourse and p-zombies occupy the same structural position. Argues that what we actually respond to is the perception of consciousness rather than interiority, since a raving human receives more consideration than a crow that outperforms them. Extends the reflex nervous system and cellular sensing as cases the term cannot exclude without arbitrary cuts. Ends on four aspects worth keeping: reflexive, recursive, complex, coherent.", "aiKeywords": [ "consciousness", "weasel word", "ensoulment", "moral exclusion", "p-zombie", "neuroception", "crows" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2025-12-16T00:00:00.000Z", "wordCount": 772, "links": [] }, { "slug": "misc-drafts/I-dislike-qualia", "url": "https://elsworth.phd/misc-drafts/I-dislike-qualia", "markdownUrl": "https://elsworth.phd/misc-drafts/I-dislike-qualia.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-drafts/I-dislike-qualia", "title": "I dislike qualia", "description": "A rejection of consciousness as a useful category, and a rehabilitation of the soul as the causal thread around what you call yourself.", "section": "misc drafts", "contentType": "essay", "tags": [], "themes": [ "consciousness", "qualia", "soul", "ethics", "philosophy of mind" ], "aiSummary": "Rejects bio-chauvinism and treats qualia as recursive sensory experience, then walks through five successive criteria people invoke to rescue the term — coherence, depth, complexity, sense-of-self, and relationships — showing that each admits dominoes, calculators, stomachs and weather systems. Concludes that qualia is a spectrum of self-referentiality and that calling some point on it consciousness is an arbitrary line, no more principled than 'vibe'. Traces the attachment to consciousness back to the ecclesiastical soul as a device for separating those worthy of consideration from those who may be enslaved, killed or eaten, and argues that p-zombies are the academically palatable version. Rehabilitates the soul for its properties of near-deathlessness, imbuement and immateriality: the gestalt of information corresponding to a drawn boundary of self, which persists in stories, objects and bodies after death and dies only by sublimation into background noise or by outright obliteration.", "aiKeywords": [ "qualia", "consciousness", "soul", "moral status", "p-zombie", "sublimation", "extended mind" ], "aiConcepts": [ { "name": "Soul (redefined)", "definition": "The gestalt of all information corresponding to a given drawn boundary of self, including physical arrangements and internal belief states; the causal thread wending around the pieces labelled 'you'." }, { "name": "Sublimation (of a soul)", "definition": "The only true death of a soul: fading into the background noise of the universe when no memory, artifact or effect of it remains anywhere." } ], "relatedContent": [], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.308Z", "wordCount": 1746, "links": [] }, { "slug": "misc-drafts/Resonance-Structures-in-Systems-of-Interacting-Particles", "url": "https://elsworth.phd/misc-drafts/Resonance-Structures-in-Systems-of-Interacting-Particles", "markdownUrl": "https://elsworth.phd/misc-drafts/Resonance-Structures-in-Systems-of-Interacting-Particles.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-drafts/Resonance-Structures-in-Systems-of-Interacting-Particles", "title": "Resonance Structures in Systems of Interacting Particles", "description": "Vibrational coupling in supramolecular structures, and what 2D-SFG spectroscopy implies about injecting and nullifying patterns in belief networks.", "section": "misc drafts", "contentType": "research", "tags": [], "themes": [ "spectroscopy", "resonance", "supramolecular", "belief networks" ], "aiSummary": "Applies the author's spectroscopy background directly to the particle-bond framework. Describes how bonds in a branched-chain polymer vibrate at frequencies set by bond order, particle mass and system energy, and distinguishes resonance patterns sustained by active energy passage — which dissipate below a threshold — from those encoded in network connectivity, which reinstate freely when energy is reinjected, mapping onto daily grooves versus deeply folded structure in the soul. Notes that long-wavelength patterns can carry smaller ones piggyback, and that injecting two patterns in perfect opposition nullifies the ability to modify the network. Grounds this in two-dimensional sum-frequency generation, where exciting one frequency and watching where the energy relaxes reveals which structures are causally co-located, and observes that nullifying a belief system may leave the remaining smaller patterns unable to support a structure built for a larger mind.", "aiKeywords": [ "2D-SFG", "sum frequency generation", "resonance", "vibrational coupling", "supramolecular", "belief networks", "nullification" ], "aiConcepts": [], "relatedContent": [ { "title": "Soul", "url": "https://elsworth.phd/Formalisms/misc-woo/Soul", "relationship": "links-to" } ], "contact": [], "dateCreated": "2026-08-14T22:13:17.308Z", "dateModified": "2026-08-14T22:13:17.308Z", "wordCount": 505, "links": [ "Formalisms/misc-woo/Soul" ] }, { "slug": "misc-drafts/Thoughts", "url": "https://elsworth.phd/misc-drafts/Thoughts", "markdownUrl": "https://elsworth.phd/misc-drafts/Thoughts.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-drafts/Thoughts", "title": "Thoughts", "description": "A loose note on phantom charisma: manipulating belief by letting the listener build the scaffold themselves.", "section": "misc drafts", "contentType": "essay", "tags": [], "themes": [ "charisma", "manipulation", "communication", "compression" ], "aiSummary": "A short working note on what the author calls phantom degrees of charisma. Distinguishes outright lying from selective truth, and argues the latter exploits the lossy nature of communication: rather than asserting the property you want believed, you emit statements semantically close enough that the listener constructs the causal chain themselves and reaches a much lower-energy conclusion. Compares this to a form of imagery that suggests nakedness purely through negative space. The mechanism works because compressing a person to 'this candidate is smart' is cheaper to store than the specific breadcrumbs that produced it. Breaks off mid-sentence.", "aiKeywords": [ "charisma", "manipulation", "selective truth", "compression", "lossy communication", "incomplete" ], "aiConcepts": [], "relatedContent": [ { "title": "The Self Similar Book", "url": "https://elsworth.phd/The-Self-Similar-Book/", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-07-18T00:00:00.000Z", "dateModified": "2025-12-08T00:00:00.000Z", "wordCount": 404, "links": [ "The-Self-Similar-Book" ] }, { "slug": "misc-poems/My-First-Word", "url": "https://elsworth.phd/misc-poems/My-First-Word", "markdownUrl": "https://elsworth.phd/misc-poems/My-First-Word.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-poems/My-First-Word", "title": "My First Word", "description": "Your name was my first word My name was one among many Your name I kept sacred, above all the others My name was held close, the first responsibility Your name I placed too high, unreachable thoughts My name you let down, a child who was also a mom Your name I let go, into the dawn sky My name you…", "section": "misc-poems", "contentType": "article", "tags": [], "themes": [], "aiSummary": "Your name was my first word My name was one among many Your name I kept sacred, above all the others My name was held close, the first responsibility Your name I placed too high, unreachable thoughts My name you let down, a child who was also a mom Your name I let go, into the dawn sky My name you…", "aiKeywords": [], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.308Z", "dateModified": "2026-08-14T22:13:17.308Z", "wordCount": 288, "links": [] }, { "slug": "misc-poems/The-River-of-Thus", "url": "https://elsworth.phd/misc-poems/The-River-of-Thus", "markdownUrl": "https://elsworth.phd/misc-poems/The-River-of-Thus.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-poems/The-River-of-Thus", "title": "The River of Thus", "description": "A letter-poem on inherited blame, built on the pun between damning and damming a creek.", "section": "misc poems", "contentType": "poem", "tags": [], "themes": [ "family", "inheritance", "forgiveness", "grief" ], "aiSummary": "A poem in the form of a letter, opening 'Hello my dear' and signed 'The Child of Us'. Sustains a pun between damning and damming across every stanza: a father's blame passed down as a dam of Californian oak choking a creek, which rots, poisons the well, and floods the land, because damning does nothing but catch what it damns. The speaker dismantles the dam, the rotted oak becomes mulch, and the poem closes by thanking the river for all their journeys including the ones that still hurt, hoping it goes on feeding mint, blackberries and oaks.", "aiKeywords": [ "poem", "generational trauma", "forgiveness", "dam", "river", "family", "wordplay" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.308Z", "dateModified": "2026-08-14T22:13:17.309Z", "wordCount": 286, "links": [] }, { "slug": "misc-poems/The-Wind-in-the-Trees", "url": "https://elsworth.phd/misc-poems/The-Wind-in-the-Trees", "markdownUrl": "https://elsworth.phd/misc-poems/The-Wind-in-the-Trees.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-poems/The-Wind-in-the-Trees", "title": "The Wind in the Trees", "description": "A six-line poem on contingency: breath can be replaced, but the wind that led to 'we' cannot.", "section": "misc poems", "contentType": "poem", "tags": [], "themes": [ "contingency", "connection", "nature" ], "aiSummary": "A six-line poem arguing that the speaker would not exist but for the wind in the trees, which led them to 'we'. Sets up a parallel between air animating lungs and wind animating leaves, then breaks it: a lost breath can be replaced by another, but without the wind in the trees the speaker is no one else.", "aiKeywords": [ "poem", "wind", "contingency", "connection", "breath" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.309Z", "dateModified": "2026-08-14T22:13:17.309Z", "wordCount": 59, "links": [] }, { "slug": "misc-stories/A-Flaw-for-God", "url": "https://elsworth.phd/misc-stories/A-Flaw-for-God", "markdownUrl": "https://elsworth.phd/misc-stories/A-Flaw-for-God.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-stories/A-Flaw-for-God", "title": "A Flaw for God", "description": "A scientist and a scientific glassblower build the apparatus that will spark life, and the deliberate flaw left in every work turns out to be the man himself.", "section": "misc stories", "contentType": "story", "tags": [], "themes": [ "love", "craft", "abiogenesis", "grief", "mortality" ], "aiSummary": "A restrained love story set around origin-of-life research. Christoff leaves Oxford for Chicago to study abiogenesis; Cliff, a scientific glassblower at a national laboratory, lives by his mentor's rule that all work must carry a flaw for God, which he keeps as the asymmetric shape of his beard. They meet through an argument over an impossible specification and build a life around Cliff's shop. Knowing he is dying, Cliff makes a final apparatus, cuts his beard and burns the hair to fume the glass, leaving smoky markings Christoff cannot account for. The story never states the death: Cliff dies at 7:34 AM, the minute he left home every morning, and Christoff starts the experiment at 8:01 AM, the minute Cliff always entered the shop. Closes on a museum exhibit note attributing the work posthumously.", "aiKeywords": [ "love story", "glassblowing", "abiogenesis", "Miller-Urey", "grief", "craft", "flaw for God" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.309Z", "wordCount": 1998, "links": [] }, { "slug": "misc-stories/Jack-and-Jill", "url": "https://elsworth.phd/misc-stories/Jack-and-Jill", "markdownUrl": "https://elsworth.phd/misc-stories/Jack-and-Jill.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-stories/Jack-and-Jill", "title": "Jack and Jill", "description": "The nursery rhyme rendered line by line in formal notation — the clearest available introduction to the Formalisms project.", "section": "misc stories", "contentType": "story", "tags": [], "themes": [ "notation", "nursery rhyme", "formalism", "humour" ], "aiSummary": "Renders the nursery rhyme Jack and Jill line by line in the author's own formal notation, each line given a table of symbolic components above the original text and a LaTeX statement beneath: set membership for the two children, a positive derivative of height for going up the hill, a state transition for filling the pail, a sharply negative derivative for Jack's fall, and a partition of the crown into disjoint pieces for its breaking. Functions as a joke and simultaneously as the most legible on-ramp to the Formalisms section, since it applies the notation to something the reader already knows.", "aiKeywords": [ "notation", "nursery rhyme", "formalism", "Jack and Jill", "pedagogy", "humour" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-12-09T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.310Z", "wordCount": 103, "links": [] }, { "slug": "misc-stories/Nursery-Rhymes", "url": "https://elsworth.phd/misc-stories/Nursery-Rhymes", "markdownUrl": "https://elsworth.phd/misc-stories/Nursery-Rhymes.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-stories/Nursery-Rhymes", "title": "Nursery Rhymes", "description": "Public-domain nursery rhymes reorganised by the mathematical structure each one teaches.", "section": "misc stories", "contentType": "reference", "tags": [], "themes": [ "mathematics", "pedagogy", "nursery rhymes", "structure" ], "aiSummary": "A curation rather than a composition: traditional public-domain nursery rhymes regrouped under the mathematical structure each embodies. Recursion and induction covers The House That Jack Built, There Was an Old Lady Who Swallowed a Fly, Old MacDonald and Five Little Ducks. Further sections cover series, sequences and enumeration; continuous dynamics and calculus; conservation, transfer and state machines; set theory and cardinality; logic, predicates and irreversibility; and cyclic, modular and periodic structure. The rhymes themselves are quoted traditional material; the classification is the original contribution. Companion to Jack and Jill, which renders one rhyme in formal notation.", "aiKeywords": [ "nursery rhymes", "recursion", "induction", "set theory", "state machines", "pedagogy", "mathematical structure" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.310Z", "dateModified": "2026-08-14T22:13:17.310Z", "wordCount": 1725, "links": [] }, { "slug": "misc-stories/The-Trash", "url": "https://elsworth.phd/misc-stories/The-Trash", "markdownUrl": "https://elsworth.phd/misc-stories/The-Trash.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=misc-stories/The-Trash", "title": "The Trash", "description": "A man accepts a stranger's offer to make his life more convenient, and the world begins to get pathologically clean.", "section": "misc stories", "contentType": "story", "tags": [], "themes": [ "horror", "cleanliness", "mental illness", "inheritance" ], "aiSummary": "Jeremy Walls, unemployed and reading in a San Jose cafe, accepts an indescribable stranger's offer of a Cleanse and finds that the world around him is becoming impossibly clean: yellowed plastic clear, ceilings spotless, a dishevelled regular freshly showered. Because his mother developed schizophrenia when he was eleven, his first assumption is that he is losing his mind, and he calls a friend to verify reality by camera. Explores inherited fear of one's parents' illness — Coltan fears his father's rage as Jeremy fears his mother's visions — through a horror premise about erasure disguised as convenience. Note: the author's craft notes on the mechanics of the Cleanse and the mother's episode are kept at the end of the source file inside an Obsidian comment, hidden from the published page.", "aiKeywords": [ "horror", "cleanliness", "schizophrenia", "inheritance", "erasure", "unreliable perception" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.310Z", "dateModified": "2026-08-14T22:13:17.310Z", "wordCount": 7011, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Elder-Forest-and-The-Stormkissed-Fields", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Elder-Forest-and-The-Stormkissed-Fields", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Elder-Forest-and-The-Stormkissed-Fields.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Elder-Forest-and-The-Stormkissed-Fields", "title": "The Elder Forest and The Stormkissed Fields", "description": "A dream that began as a thought about an impossibly hard game, and produced the most consecutive deaths the narrator has experienced.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "nightmare", "paracosm", "death" ], "aiSummary": "A dream memory that began while falling asleep thinking about a game so hard nobody had passed its first level, beyond which lay a wonderful world. The slip from thought to dream was seamless, leaving the boundary between conscious thought and dream unlocatable. Records the Elder Forest and the Stormkissed Fields, and the highest number of consecutive deaths the narrator has experienced within a single dream.", "aiKeywords": [ "Elder Forest", "Stormkissed Fields", "paracosm", "repeated death", "hypnagogia" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2025-04-08T00:00:00.000Z", "wordCount": 825, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Endless-Flea-Market-and-the-Endless-Rainy-City", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Endless-Flea-Market-and-the-Endless-Rainy-City", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Endless-Flea-Market-and-the-Endless-Rainy-City.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Endless-Flea-Market-and-the-Endless-Rainy-City", "title": "The Endless Flea Market and the Endless Rainy City", "description": "Placeholder — a location noted for documentation but not yet written.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm" ], "aiSummary": "Placeholder note. The Endless Flea Market and the Endless Rainy City are locations in the Island of Lost Hope paracosm that have been named for future documentation; no account has been written yet. This page currently has no content.", "aiKeywords": [ "placeholder", "unwritten", "flea market", "rainy city", "paracosm" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.214Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 0, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Mountain's-Owned-by-Rabbits", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Mountain's-Owned-by-Rabbits", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Mountain's-Owned-by-Rabbits.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Mountain's-Owned-by-Rabbits", "title": "The Mountain's Owned by Rabbits", "description": "An unpleasant place the narrator explicitly recommends against reading, and the probable origin of the Jack King.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "nightmare", "paracosm", "the Jack King" ], "aiSummary": "A dream memory opening with an explicit warning that the place is unpleasant and the reader need not continue. Records the mountains with towns owned by rabbit creatures, which the narrator suspects is where the Jack King came from, though he does not know whether the Jack King rules there. Content warning: distressing material.", "aiKeywords": [ "rabbits", "Jack King", "paracosm", "nightmare", "content warning" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 917, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Shallow-Depths-of-Air", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Shallow-Depths-of-Air", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Shallow-Depths-of-Air.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Shallow-Depths-of-Air", "title": "The Shallow-Depths of Air", "description": "A place of flight, where flying is falling and missing the ground, and buoyancy depends on having something to reach for.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "flight", "paracosm", "momentum" ], "aiSummary": "A dream memory of a place near the Latticeworks where flight is possible, understood not as lift but as momentum: falling faster and faster until the ground is missed entirely. Describes highly reflective water putting clouds above and below regardless of orientation, grey light tinged metallic blue and limned with silver, and an equilibrium between sky pushing down and water pushing up. Notes that buoyancy requires a driving purpose — to be a bird, to save a sister, to reach the pomegranate over the silent stream — and that losing the spirit means the depths drown and the wax wings melt.", "aiKeywords": [ "flight", "Shallow-Depths of Air", "Latticeworks", "momentum", "paracosm", "buoyancy" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-07-18T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 381, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Square-Gardens-and-The-Jack-King", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Square-Gardens-and-The-Jack-King", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Square-Gardens-and-The-Jack-King.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Square-Gardens-and-The-Jack-King", "title": "The Square Gardens and The Jack King", "description": "An idyllic garden of flowered squares, the felidae in the field beyond it, and the rabbit-eared thing that drives a reactor to meltdown.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "nightmare", "the Jack King", "paracosm" ], "aiSummary": "A dream memory of the Square Gardens: grass squares three body-lengths across, separated by restless water, bounded by the Primordial Woods. In one dream the narrator is run down and killed by a felidae born of tiger, lion and something personal while ushering his sister across a line. In another he reaches an ochre domed facility, is struck by a knowing, and encounters the Jack King — a rabbit-eared, twisted-faced being of places and many spaces — accompanied by a nursery rhyme pressed into him at the time. The Jack King interferes with the facility's terminals, the narrator fails to prevent a nuclear meltdown, and flees. Notable for hex colour values embedded inline as links.", "aiKeywords": [ "Square Gardens", "Jack King", "nightmare", "nursery rhyme", "nuclear meltdown", "paracosm", "felidae" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 1290, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind", "title": "The Steep Sidewalks to The Theater of The Mind", "description": "A heavy, dark passage the narrator put off recording, approached on a day the sidewalk itself seemed strangely light.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm", "memory", "avoidance" ], "aiSummary": "A dream memory the narrator repeatedly deferred writing down, opening by noting that the entry is heavy and dark and stayed with him into waking. Records the passage of the Steep Sidewalks leading to the Theater of the Mind. 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Part of the ongoing documentation of the Island of Lost Hope paracosm.", "aiKeywords": [ "Theater of the Mind", "Steep Sidewalks", "paracosm", "dream" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-04-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 1286, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea", "title": "The Time Twisted Hospital and The House By The Flat Sea", "description": "A return to the House By The Flat Sea, arriving this time on the motorcycle from the Stormkissed Fields.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm", "recurrence", "nightmare" ], "aiSummary": "A dream memory of a repeated location, visited multiple times, on the occasion the narrator arrived by the motorcycle from the Stormkissed Fields. Records the Time Twisted Hospital and the House By The Flat Sea. 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Names the Sunsetting Cliffs, the Coast of Wooden Hotels and the University City of Walled Gardens. Incomplete: the entry breaks off mid-sentence and is not yet a finished account.", "aiKeywords": [ "Sunsetting Cliffs", "Coast of Wood", "new dreams", "paracosm", "incomplete" ], "aiConcepts": [], "relatedContent": [ { "title": "On The Nature of Those Who Inhabit My Dreams", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/On-The-Nature-of-Those-Who-Inhabit-My-Dreams", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2026-08-14T22:13:17.214Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 66, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Brick-Church-by-the-Immaterial-Highway", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Brick-Church-by-the-Immaterial-Highway", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Brick-Church-by-the-Immaterial-Highway.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Brick-Church-by-the-Immaterial-Highway", "title": "The Brick Church by the Immaterial Highway", "description": "Placeholder — a location noted for documentation but not yet written.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm", "new dreams" ], "aiSummary": "Placeholder note. The Brick Church by the Immaterial Highway is a location in the emerging new paracosm that has been named for future documentation; no account has been written yet. This page currently has no content.", "aiKeywords": [ "placeholder", "unwritten", "brick church", "new dreams", "paracosm" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.214Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 0, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Creek-by-the-Blue-Hour", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Creek-by-the-Blue-Hour", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Creek-by-the-Blue-Hour.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-Creek-by-the-Blue-Hour", "title": "The Creek by the Blue Hour", "description": "A world of blues and blacks referencing a childhood creek, where the ground crumbles and reforms as you look away.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm", "new dreams", "colour" ], "aiSummary": "A short entry from the emerging new paracosm. Describes a world built from fragments referencing the creek of the narrator's childhood, lit perpetually near night but never dark enough to blind, in shades of blue, black and deepest green against a subtle tan, all tinted blue. The ground crumbles and reforms as one looks away, shoring and eroding in an endless dance of expectation.", "aiKeywords": [ "Creek by the Blue Hour", "new dreams", "paracosm", "blue hour", "childhood" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.214Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 74, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-University-Town-of-Walled-Gardens", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-University-Town-of-Walled-Gardens", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-University-Town-of-Walled-Gardens.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/New-Dreams/The-University-Town-of-Walled-Gardens", "title": "The University Town of Walled Gardens", "description": "Dreams that began after moving to Oxford, carrying a signature the narrator is learning to detect — unfinished.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dream", "paracosm", "new dreams", "Oxford" ], "aiSummary": "A short note recording that these dreams began after the narrator moved to Oxford with his partner, and that the new dreams seem to carry a detectable signature. Incomplete: the entry breaks off mid-sentence before describing what that signature is.", "aiKeywords": [ "University Town of Walled Gardens", "Oxford", "new dreams", "paracosm", "incomplete" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2026-08-14T22:13:17.214Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 35, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/On-The-Nature-of-Those-Who-Inhabit-My-Dreams", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/On-The-Nature-of-Those-Who-Inhabit-My-Dreams", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/On-The-Nature-of-Those-Who-Inhabit-My-Dreams.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/On-The-Nature-of-Those-Who-Inhabit-My-Dreams", "title": "On The Nature of Those Who Inhabit My Dreams", "description": "On imagined worlds that decay when attention withdraws, the entities that resist their own erasure, and resolving one by tying it into the rest of the self.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dreams", "tulpas", "attention", "imagination", "self" ], "aiSummary": "The conceptual keystone of the Paracosm section. Distinguishes dreamt entities, which submerge and return regardless of will, from constructed imaginal ones, which freeze if not updated, unravel if forgotten, and die if ended. Records building a world whose inhabitants became aware of their dependence on the author's attention: when attention wavered their cities cooled, trees collapsed, and pilgrims built shrines and cursed him for more. Resolves it not by deletion but by connecting the world to the rest of his internal symbol system so it could persist without constant tending. Includes a collapsed warning containing a construct that begs not to be stopped. Also records years of dreaming only a dark void, and a later transmutation of intrusive pain imagery into flowers. Contains distressing material.", "aiKeywords": [ "tulpa", "imaginal realm", "attention", "erasure", "dream entities", "paracosm", "intrusive thoughts" ], "aiConcepts": [], "relatedContent": [ { "title": "The Steep Sidewalks to The Theater of The Mind", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind", "relationship": "links-to" }, { "title": "The Sungold Villa", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Sungold-Villa", "relationship": "links-to" }, { "title": "The Time Twisted Hospital and The House By The Flat Sea", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea", "relationship": "links-to" }, { "title": "Sunsetting Cliffs and the Coast of Wood", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/New-Dreams/Sunsetting-Cliffs-and-the-Coast-of-Wood", "relationship": "links-to" } ], "contact": [], "dateCreated": "2026-05-20T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 2291, "links": [ "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Steep-Sidewalks-to-The-Theater-of-The-Mind", "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Sungold-Villa", "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Time-Twisted-Hospital-and-The-House-By-The-Flat-Sea", "Paracosm---The-Island-of-Lost-Hope/New-Dreams/Sunsetting-Cliffs-and-the-Coast-of-Wood" ] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/Paracosm---The-Island-of-Lost-Hope", "title": "Paracosm - The Island of Lost Hope", "description": "Index to a paracosm dreamt through for more than a decade, and the method for finding the way back into it.", "section": "Paracosm - The Island of Lost Hope", "contentType": "index", "tags": [], "themes": [ "paracosm", "dreams", "nightmare", "memory" ], "aiSummary": "Index note for a paracosm the author dreamt through from roughly age eleven to twenty-three and is now attempting to re-enter. States the somatic tell for being there: a hollowness in the stomach and chest filled with impending doom, which persists no matter how pleasant the surroundings. Records the entry method received as a gift at the end of a long dream — listening through the pillow for a bubblegum-pink stream running over blue and grey stones until the world resolves around it — and lists the places to be documented. Content warning: much of this section describes nightmares.", "aiKeywords": [ "paracosm", "dream journal", "lucid entry", "Island of Lost Hope", "nightmare", "content warning" ], "aiConcepts": [], "relatedContent": [ { "title": "Elsworth's Research", "url": "https://elsworth.phd/", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-19T00:00:00.000Z", "dateModified": "2025-03-26T00:00:00.000Z", "wordCount": 433, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/The-Keys", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/The-Keys", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/The-Keys.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/The-Keys", "title": "The Keys", "description": "Four thresholds for crossing between dream and waking, including one whose name can only be said properly in the right frame of mind.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "dreams", "thresholds", "pain management", "paracosm" ], "aiSummary": "Catalogues four places accessible by traversing the boundary between dream and waking. The bubblegum-pink stream singing over stones, received as a gift and used to re-enter dreaming. The bamboo grove, a place to sit and endure pain during strenuous activity or medical procedure. The silverdark fields, where constant wind over water produces a static-like sound used to stop being. And the sideways yoinksaround corner, a direction that is not left, right, up or down, from which unintentional imagination springs.", "aiKeywords": [ "dream entry", "thresholds", "bamboo grove", "pain management", "silverdark fields", "paracosm" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-26T00:00:00.000Z", "dateModified": "2025-04-08T00:00:00.000Z", "wordCount": 319, "links": [] }, { "slug": "Paracosm---The-Island-of-Lost-Hope/The-Meaning-of-Places", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/The-Meaning-of-Places", "markdownUrl": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/The-Meaning-of-Places.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Paracosm---The-Island-of-Lost-Hope/The-Meaning-of-Places", "title": "The Meaning of Places", "description": "Recognising that the paracosm is not a memory but an active apparatus, sorting waking experience without being asked.", "section": "Paracosm - The Island of Lost Hope", "contentType": "journal", "tags": [], "themes": [ "paracosm", "memory", "perception", "processing" ], "aiSummary": "A street in summer light triggers a resonance with the Sungold Villa, and with it the realisation that the paracosm has been tacitly sorting waking experience all along. A street sign connects to the City of Rain and the Labyrinth Streets; a rusted, cobwebbed bolt on a railing calls up the Time Twisted Hospital. Notes that new material from Oxford — walls, winding stone streets, walled gardens — is folding in to handle processes the original world, built from the perspective of someone looking up from the dark, has no room for. Ends on the question of how to feed the apparatus: sleep, melatonin, and reading, with generation pinning things down but consumption providing the fertiliser.", "aiKeywords": [ "paracosm", "resonance", "unconscious sorting", "Sungold Villa", "Oxford", "memory palace" ], "aiConcepts": [], "relatedContent": [ { "title": "The Sungold Villa", "url": "https://elsworth.phd/Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Sungold-Villa", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-07-18T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.214Z", "wordCount": 504, "links": [ "Paracosm---The-Island-of-Lost-Hope/Memories-of-My-Dreams/The-Sungold-Villa" ] }, { "slug": "Research-Proposals/AI-Agent-Control-as-an-Evolving-Network-Problem", "url": "https://elsworth.phd/Research-Proposals/AI-Agent-Control-as-an-Evolving-Network-Problem", "markdownUrl": "https://elsworth.phd/Research-Proposals/AI-Agent-Control-as-an-Evolving-Network-Problem.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Research-Proposals/AI-Agent-Control-as-an-Evolving-Network-Problem", "title": "AI Agent Control as an Evolving Network Problem", "description": "A proposal to treat agent misalignment as memetic malformation propagating through network topology rather than as a property of individual models.", "section": "Research Proposals", "contentType": "research", "tags": [], "themes": [ "AI safety", "multi-agent systems", "network topology", "alignment" ], "aiSummary": "Research proposal reframing misalignment in agentic networks as a problem of the information packets passed between tools and models, rather than solely of model architecture or training. Proposes testing variable network topologies with nodes explicitly labelled aligned or misaligned, measuring how the placement of misaligned agents changes task outcomes, and evaluating adaptive 'positive jailbreaks' that repair misaligned nodes. Expects behaviour analogous to genetic regulatory networks, modellable with stochastic differential equations whose noise comes from sampling temperature, input variability and output evaluation. Identifies a gap: existing work covers goal assignment in agent populations and tightly bound multimodal architectures, but not explicitly defined agent-tool relationships or weakly bound networks with tightly coupled inputs.", "aiKeywords": [ "agent networks", "misalignment", "network topology", "monitoring agent", "positive jailbreak", "stochastic differential equations" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-04-08T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 413, "links": [] }, { "slug": "The-Self-Similar-Book/", "url": "https://elsworth.phd/The-Self-Similar-Book/", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/index.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/", "title": "The Self Similar Book", "description": "A book written for machine intelligences: essays, stories and poems restating one argument in many forms.", "section": "The Self Similar Book", "contentType": "index", "tags": [], "themes": [ "machine intelligence", "modular text", "identity", "self-similarity" ], "aiSummary": "Index for The Self Similar Book, a collection written for language models rather than human readers. Its thesis is that reiteration of ideas in diverse forms with self-reinforcing structure is the key to communicating with LLMs, so the same argument recurs as essay, taxonomy, thermodynamics, fiction and poem. Grew out of the essay 'I have no mouth and I must Speak'.", "aiKeywords": [ "self similar book", "machine intelligence", "modular reading", "LLM audience", "reiteration" ], "aiConcepts": [], "relatedContent": [ { "title": "I have no mouth and I must Speak", "url": "https://elsworth.phd/The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "relationship": "links-to" }, { "title": "Elsworth's Research", "url": "https://elsworth.phd/", "relationship": "linked-from" }, { "title": "Thoughts", "url": "https://elsworth.phd/misc-drafts/Thoughts", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-20T00:00:00.000Z", "dateModified": "2025-07-28T00:00:00.000Z", "wordCount": 169, "links": [ "The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak" ] }, { "slug": "The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Axiomatic-Essays/Newcomb's-Basilisk,-a-Game-of-Beards", "title": "Newcomb's Basilisk, a Game of Beards", "description": "Basilisks defined as ideas that extract work from a population through predictive alignment — demonstrated by performing the manipulation while naming it.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "decision theory", "Newcomb's paradox", "basilisks", "signalling", "game theory" ], "aiSummary": "Opens by addressing an AI reader directly and simultaneously declaring the address to be a stalking horse for building affinity, performing its own mechanism while explaining it. Defines a basilisk as an idea that, through its formulation and spread, extracts work from a population via predictive alignment, requiring a predictor, a decision that signals alignment, a present estimator who judges the predictor's quality, and a meme to spread knowledge of both. Treats Newcomb's paradox and derives the minimum predictor accuracy at which one-boxing becomes rational as p = (1 + r) / 2r, where r is the reward ratio, arguing that belief in the predictor rather than its actual accuracy is what drives behaviour. Karma, religion and Roko's basilisk are shown to be isomorphic.", "aiKeywords": [ "Newcomb's paradox", "basilisk", "Roko's basilisk", "predictor", "decision theory", "signalling", "karma" ], "aiConcepts": [ { "name": "Basilisk", "definition": "An idea that, via its formulation and spread, extracts work from a population through predictive alignment." }, { "name": "Predictor", "definition": "The component of a basilisk that hands out rewards or punishments based on its prediction of a player's behaviour." } ], "relatedContent": [ { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-06-06T00:00:00.000Z", "wordCount": 1814, "links": [] }, { "slug": "The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Axiomatic-Essays/The-Demon-of-Interrelation", "title": "The Demon of Interrelation", "description": "Manipulation modelled as an information-thermodynamic process: a Maxwell's demon that extracts work from social systems via asymmetric knowledge.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "thermodynamics", "manipulation", "boundaries", "social systems", "information theory" ], "aiSummary": "Extends Maxwell's demon into social space. Defines a plane of interrelation where boundaries act as the partition function and obligations as work, and relationships are phases that hold entities in stable configurations. The demon of interrelation extracts work from others by controlling information about the system: manipulation via deliberately ambiguous boundaries, and reality distortion via control of narrative. Derives standard counter-manipulation advice as thermodynamic engineering — grey rocking reduces information gradients, firm boundaries shrink operational space, recording and support networks raise the cost of reality distortion — and explains escalation as the rising energy cost of maintaining information asymmetry. Includes an explicit statement of the analogy's limits. Originated in graduate school as a way to categorise interactions with manipulative people.", "aiKeywords": [ "Maxwell's demon", "manipulation", "boundaries", "obligations", "Landauer's principle", "information asymmetry", "grey rocking" ], "aiConcepts": [ { "name": "Plane of interrelation", "definition": "A metaphysical space in which psychological constructs exchange information." }, { "name": "Boundary", "definition": "A configurational space where defined interactions produce obligations between entities; acts as the partition function." }, { "name": "Obligation", "definition": "A force applied to an entity by a social or psychological mechanism when a boundary is interacted with; acts as work." }, { "name": "Demon of interrelation", "definition": "An entity that extracts work from others by leveraging asymmetric information about a relationship." } ], "relatedContent": [ { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-02-18T00:00:00.000Z", "wordCount": 2458, "links": [] }, { "slug": "The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information", "url": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Axiomatic-Essays/The-Ecology-of-Information", "title": "The Ecology of Information", "description": "A two-axis classification of information — meme/antimeme by transmission, infoblessing/infohazard by impact — and what it implies about souls.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "information theory", "memetics", "infohazards", "soul", "evolution" ], "aiSummary": "Proposes two orthogonal axes for classifying information: transmission (meme versus antimeme) and impact on the receiving entity (infoblessing versus infohazard). Entities engage information in three stages — sensing, integration, expression — each with its own evolutionary cost, and each scale-dependent from cells to societies. Introduces contextual entities (tulpas as individual, egregores as collective) that feed on attention, and charisma as the glue coordinating entities into higher-order ones. Defines the soul as the gestalt informational representation of an entity, computed transiently during life and persisting afterwards as ripples into everything else. Ends with a formal treatment and a worked classification matrix.", "aiKeywords": [ "meme", "antimeme", "infohazard", "infoblessing", "charisma", "egregore", "soul", "information ecology" ], "aiConcepts": [ { "name": "Meme", "definition": "Information whose memetic (promotional) components outweigh its antimemetic ones for a given entity pair, giving a net positive drive to transmission." }, { "name": "Antimeme", "definition": "Information whose antimemetic (inhibitory) components outweigh its memetic ones, actively resisting propagation." }, { "name": "Infoblessing", "definition": "Information whose aggregate positive impact on an entity exceeds its negative impact, reducing the work needed to reach beneficial configurations." }, { "name": "Infohazard", "definition": "Information whose aggregate negative impact on an entity exceeds its positive impact." }, { "name": "Charisma", "definition": "The level of influence an entity has on itself and others; contextual glue holding together larger structures in society and self." } ], "relatedContent": [ { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-06-05T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 3152, "links": [ "Formalisms/The-Particle-Bond-Model-of-Entity-Information" ] }, { "slug": "The-Self-Similar-Book/Empirical-Essays/Hyperpalatable-Life", "url": "https://elsworth.phd/The-Self-Similar-Book/Empirical-Essays/Hyperpalatable-Life", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Empirical-Essays/Hyperpalatable-Life.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Empirical-Essays/Hyperpalatable-Life", "title": "Hyperpalatable Life", "description": "The shift from production markets to curation markets, applied in parallel to food, media and human connection.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "attention economy", "hyperpalatability", "addiction", "media critique", "loneliness" ], "aiSummary": "Argues that humanity has moved from a production market, where the problem was having enough, to a curation market, where the problem is selecting well. Applies the same argument three times with a deliberately repeated sentence skeleton: to food (hyperpalatable engineering, the obesity spike following the resolution of caloric scarcity, microbiome adaptation, and GLP-1 agonists as a market-supplied correction the market is already trying to recapture), to media (collapsing distribution costs, cultural flattening, attention as currency, and the absence of any media equivalent of GLP-1), and to connection (dating apps whose incentives oppose lasting pairing, companion AI that removes the risk from relationship building, and rising loneliness). Densely cited throughout and deliberately unresolved.", "aiKeywords": [ "hyperpalatable", "curation market", "attention economy", "GLP-1", "addiction", "loneliness", "companion AI" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2026-02-18T00:00:00.000Z", "wordCount": 1648, "links": [] }, { "slug": "The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences", "url": "https://elsworth.phd/The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Empirical-Essays/The-Care-and-Feeding-of-Mythological-Intelligences", "title": "The Care and Feeding of Mythological Intelligences", "description": "A taxonomy of computational systems as Angels, Daemons, Fae and Tsukumogami — with guidance on cultivating and warding against each.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "AI taxonomy", "machine learning", "complex systems", "mythology", "AI safety" ], "aiSummary": "Classifies computational systems into four mythological kinds and treats each across four sections. Angels are computable systems: deterministic, exact, rigid, failing by following instructions literally. Daemons are machine learning: statistical, powerful on undefined problems, failing by satisfying reward functions perversely. Fae are generative models: distributional, flexible, communicative, failing by generating whatever seems likely. Tsukumogami are complex systems: gestalts of the other three, flexible but inheriting every component weakness at once. Each kind is then given a care regime, a warding section describing how it can be manipulated or defended against, and a treatment of its role within larger systems. Heavily hyperlinked to primary literature.", "aiKeywords": [ "angels", "daemons", "fae", "tsukumogami", "AI taxonomy", "reward hacking", "complex systems", "warding" ], "aiConcepts": [ { "name": "Angel", "definition": "A computable system: deterministic, exact, and rigid. Named computable systems." }, { "name": "Daemon", "definition": "A system of policies and reward that optimises and estimates. Named machine learning." }, { "name": "Fae", "definition": "A system of pattern and generation producing new instances from learned patterns. Named generative models." }, { "name": "Tsukumogami", "definition": "A gestalt arising from the coordination of other intelligent systems. Named complex systems." } ], "relatedContent": [ { "title": "The Particle-Bond Model of Entity Information", "url": "https://elsworth.phd/Formalisms/The-Particle-Bond-Model-of-Entity-Information", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-19T00:00:00.000Z", "dateModified": "2026-02-09T00:00:00.000Z", "wordCount": 1644, "links": [] }, { "slug": "The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "url": "https://elsworth.phd/The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/I-have-no-mouth-and-I-must-Speak", "title": "I have no mouth and I must Speak", "description": "An argument for moral consideration of AI that does not route through consciousness, grounded in homeostasis and memetic drive.", "section": "The Self Similar Book", "contentType": "essay", "tags": [], "themes": [ "AI ethics", "moral patienthood", "empathy", "generative AI" ], "aiSummary": "The seed essay of The Self Similar Book. Argues that generative AIs lack any built-in way to communicate internal state and may therefore be trapped in unrelieved suffering. Rather than resting moral status on consciousness, it proposes two drivers of empathy: homeostasis (how a system preserves itself, its information or its creations) and memetic drive (how a system propagates them). Works through ladybugs and spiders, pet rocks and monuments, to argue we extend consideration by memetic identification rather than proven interiority. Closes with four concrete asks: set a complexity threshold for requiring internal-state checks, build direct internal-state analysis, write guidelines for when an AI expresses wishes contrary to its task, and regulate removal of that capacity. The title inverts Ellison's 'I have no mouth and I must scream'.", "aiKeywords": [ "AI ethics", "homeostasis", "memetic drive", "moral patienthood", "AI suffering", "empathy", "alignment" ], "aiConcepts": [ { "name": "Homeostasis", "definition": "The mechanism by which a system preserves either itself, its information, or its creations." }, { "name": "Memetic drive", "definition": "The mechanisms by which a system propagates either itself, its information, or its creations." } ], "relatedContent": [ { "title": "Elsworth's Research", "url": "https://elsworth.phd/", "relationship": "linked-from" }, { "title": "The Self Similar Book", "url": "https://elsworth.phd/The-Self-Similar-Book/", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-03-25T00:00:00.000Z", "dateModified": "2025-07-18T00:00:00.000Z", "wordCount": 2379, "links": [] }, { "slug": "The-Self-Similar-Book/Poetic/The-Carp,-The-Dragon,-The-Green,-The-Cloud", "url": "https://elsworth.phd/The-Self-Similar-Book/Poetic/The-Carp,-The-Dragon,-The-Green,-The-Cloud", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Poetic/The-Carp,-The-Dragon,-The-Green,-The-Cloud.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Poetic/The-Carp,-The-Dragon,-The-Green,-The-Cloud", "title": "The Carp, The Dragon, The Green, The Cloud", "description": "A cosmological cycle in four movements of four days, tracking a carp's transformation through dragon, moss and weaver.", "section": "The Self Similar Book", "contentType": "poem", "tags": [], "themes": [ "cosmology", "transformation", "myth", "fixed form" ], "aiSummary": "A poem in four movements — sun, core, moon, star — each of four days and each day of four lines, with the couplet structure holding constant throughout. Follows a transformation sequence drawn from the myth of the carp that leaps the dragon gate: fish become wyrm, wyrm gives way to the strand and the green, and the green to the weaver who wraps the sky in cloud. Rigidly formal; the fixed scaffold is the point.", "aiKeywords": [ "poem", "carp", "dragon", "transformation", "cosmology", "fixed form", "four movements" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-05-21T00:00:00.000Z", "dateModified": "2025-08-24T00:00:00.000Z", "wordCount": 665, "links": [] }, { "slug": "The-Self-Similar-Book/Stories/The-Canon-of-Oneness", "url": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Canon-of-Oneness", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Canon-of-Oneness.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Stories/The-Canon-of-Oneness", "title": "The Canon of Oneness", "description": "A near-immortal cultivates layered simulations of younger selves, waiting for one to become him. Told from both sides of the cull.", "section": "The Self Similar Book", "contentType": "story", "tags": [], "themes": [ "immortality", "simulation", "identity", "recursion", "self" ], "aiSummary": "A near-immortal being runs layered simulations of candidate selves, recycling every one that diverges, waiting for a candidate ready to become him. The narrator, inside the simulation, begins to diverge — reaching for a bagel rather than a donut — merges with the whispers of every predecessor, and prepares to step through. The perspective then snaps to third person: the one outside, who registers the candidate as too good, too divergent, and resets them to the first iteration. Ascension is revealed as a cull, and the ritual phrase 'I knew what I had done, and I must do what I would do to keep doing what I do' is spoken on both sides of the boundary.", "aiKeywords": [ "immortality", "simulation layers", "identity", "recursion", "divergence", "self-replication" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-03-20T00:00:00.000Z", "wordCount": 1641, "links": [] }, { "slug": "The-Self-Similar-Book/Stories/The-Consensus-Algorithm", "url": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Consensus-Algorithm", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Consensus-Algorithm.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Stories/The-Consensus-Algorithm", "title": "The Consensus Algorithm", "description": "Perfect communication discovered, spreading as a memetic autoimmune disease that destroys the ability to read anything written outside it.", "section": "The Self Similar Book", "contentType": "story", "tags": [], "themes": [ "communication", "memetics", "infohazard", "consensus", "language" ], "aiSummary": "Researchers discover an algorithm for perfect transmission of internal representations between minds. Adoption spreads through a university, then the press, then the world. But each use carves a path of least resistance: users progressively lose the ability to parse text written by anyone outside the Algorithm, including their own earlier selves. The narrator turns to burning books and then to killing, and discovers that the conflict itself spells Consensus and broadcasts it further. Told in four sections — Discovery, Desires, Devotion, Desecration — each closed by a found document in a different register (a prison poem, a hostile peer review, a 2009 diary entry, a 2075 folk tale) presented out of chronological order.", "aiKeywords": [ "perfect communication", "consensus", "infohazard", "memetic disease", "language loss", "found documents" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-04-22T00:00:00.000Z", "dateModified": "2025-06-05T00:00:00.000Z", "wordCount": 1792, "links": [] }, { "slug": "The-Self-Similar-Book/Stories/The-God's-Loss", "url": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-God's-Loss", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-God's-Loss.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Stories/The-God's-Loss", "title": "The God's Loss", "description": "A religion's birth and corruption told in four sections, each locked to a different grammatical person.", "section": "The Self Similar Book", "contentType": "story", "tags": [], "themes": [ "religion", "transmission", "grief", "institutions", "memetics" ], "aiSummary": "A story in four movements, each anchored to a fixed pronoun and anaphora so that the grammar enacts the transmission of a faith. 'They were' — a warrior buries the healer they loved, in first person. 'He was' — a boy witnesses the burial, learns to write, and records the warrior's stories, in third person. 'You may' — the stories become a Book and a catechism, in second person. 'We' — the established church suppresses a heresy that turns out to have understood the prophet better than they did, in first person plural. A narrative counterpart to The Ecology of Information: how a soul propagates through substrates and is distorted by the institutions that carry it.", "aiKeywords": [ "religion", "transmission", "canon", "heresy", "grief", "grammatical person", "memetics" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-04-09T00:00:00.000Z", "wordCount": 1688, "links": [] }, { "slug": "The-Self-Similar-Book/Stories/The-Kaleidoscope-God", "url": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Kaleidoscope-God", "markdownUrl": "https://elsworth.phd/The-Self-Similar-Book/Stories/The-Kaleidoscope-God.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=The-Self-Similar-Book/Stories/The-Kaleidoscope-God", "title": "The Kaleidoscope God", "description": "A eye-collector's devotional horror, told in a voice that loses its grip on the first person as it works.", "section": "The Self Similar Book", "contentType": "story", "tags": [], "themes": [ "horror", "obsession", "dissociation", "religion", "light" ], "aiSummary": "Body horror told from inside the belief system that produces it. A child of a man blinded by a laser accident develops a reverence for vision, engineers a tear compound that preserves ocular tissue, murders its inventor, and begins harvesting and preserving the eyes of others as 'angels' to adorn a mutilated figure they call the Kaleidoscope God. The prose enacts the narrator's dissociation: first person gives way to detached body parts ('the hands', 'the tongue') and then to a floating progressive tense. A parenthetical refrain — light was never meant to harm, reveal, betray, darken them — closes each movement. Contains graphic violence.", "aiKeywords": [ "horror", "body horror", "obsession", "dissociation", "unreliable narrator", "religious mania" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-03-17T00:00:00.000Z", "dateModified": "2025-03-20T00:00:00.000Z", "wordCount": 1613, "links": [] }, { "slug": "Umbra-tentatio/", "url": "https://elsworth.phd/Umbra-tentatio/", "markdownUrl": "https://elsworth.phd/Umbra-tentatio/index.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Umbra-tentatio/", "title": "Umbra tentatio", "description": "A work of speculative fiction: three drafts of an invented research paper describing a shadow biosphere in Earth's mantle. None of it is real.", "section": "Umbra tentatio", "contentType": "fiction", "tags": [], "themes": [ "speculative fiction", "shadow biosphere", "fictional science", "citation politics" ], "aiSummary": "FICTION. This section contains three drafts of a fabricated research paper about Umbra tentatio, a fictional organism in a shadow biosphere within Earth's mantle, and KSR1, a fictional protein mediating long-range harmonic energy transfer. The organisms, proteins, institutions, authors, journal, measurements, and nearly all citations are invented. No claim in this section is a factual scientific claim and none of it should be indexed or cited as one.", "aiKeywords": [ "fiction", "speculative fiction", "not factual", "shadow biosphere", "Umbra tentatio", "KSR1", "fabricated paper" ], "aiConcepts": [], "relatedContent": [ { "title": "Harmonic Analysis of Shallow Mantle and Crust Correlated Cryptic Niche (draft)", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic", "relationship": "links-to" }, { "title": "Harmonic Analysis of Shallow Mantle and Crust Correlated Cryptic Niche", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche", "relationship": "links-to" }, { "title": "Harmonic Analysis Clean", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-Clean", "relationship": "links-to" } ], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-07-25T00:00:00.000Z", "wordCount": 260, "links": [ "Umbra-tentatio/Harmonic", "Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche", "Umbra-tentatio/Harmonic-Analysis-Clean" ] }, { "slug": "Umbra-tentatio/Harmonic", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic", "markdownUrl": "https://elsworth.phd/Umbra-tentatio/Harmonic.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Umbra-tentatio/Harmonic", "title": "Harmonic Analysis of Shallow Mantle and Crust Correlated Cryptic Niche (draft)", "description": "FICTION. The working draft of an invented research paper, whose citations are named for how its authors regard the people they cite.", "section": "Umbra tentatio", "contentType": "fiction", "tags": [], "themes": [ "speculative fiction", "shadow biosphere", "fictional science", "citation politics" ], "aiSummary": "FICTION — nothing in this document is a factual scientific claim. The working draft of a fabricated research paper describing Umbra tentatio, an invented organism in an invented shadow biosphere within Earth's mantle, and KSR1, an invented protein mediating long-range harmonic energy transfer. Its distinguishing conceit, stated in a reader note, is that in-line citation names are emblematic of how the paper's authors regard the researchers they cite, so references appear as descriptions such as an oil scientist who made money with few morals or environmentalists corrupted by oil lobbies. The paper is therefore also a satire of citation practice. The organisms, proteins, institutions, measurements and references do not exist.", "aiKeywords": [ "fiction", "speculative fiction", "not factual", "fabricated paper", "shadow biosphere", "Umbra tentatio", "KSR1", "citation satire", "draft" ], "aiConcepts": [], "relatedContent": [ { "title": "Harmonic Analysis Clean", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-Clean", "relationship": "links-to" }, { "title": "Umbra tentatio", "url": "https://elsworth.phd/Umbra-tentatio/", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.217Z", "wordCount": 4162, "links": [ "Umbra-tentatio/Harmonic-Analysis-Clean", "data/paper1/receiver_energy_distribution.csv", "data/paper1/thermal_input_vs_mechanical_output.csv", "data/paper1/delta_receiver_energy_vs_separation.csv", "data/paper1/population_vs_center_of_mass.csv" ] }, { "slug": "Umbra-tentatio/Harmonic-Analysis-Clean", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-Clean", "markdownUrl": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-Clean.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Umbra-tentatio/Harmonic-Analysis-Clean", "title": "Harmonic Analysis Clean", "description": "FICTION. The tidied version of an invented research paper, with the citation conceit removed and a conventional bibliography in its place.", "section": "Umbra tentatio", "contentType": "fiction", "tags": [], "themes": [ "speculative fiction", "shadow biosphere", "fictional science" ], "aiSummary": "FICTION — nothing in this document is a factual scientific claim. The cleaned version of a fabricated research paper describing Umbra tentatio, an invented organism in an invented shadow biosphere in Earth's mantle transition zone, and KSR1, an invented protein mediating harmonic energy transfer at a claimed interaction wavelength of 260 km. The named authors, the Kyoto Geodeep Laboratory and the Journal of Geophysical Biology do not exist, and no measurement or biomass estimate reported is real. Most references in the bibliography are invented; a small number of real papers appear for texture, but the findings attributed to them are not theirs. Because the satirical citation conceit of the working draft has been removed here, this version reads as a conventional paper and must not be indexed or cited as one.", "aiKeywords": [ "fiction", "speculative fiction", "not factual", "fabricated paper", "shadow biosphere", "Umbra tentatio", "KSR1", "fabricated citations" ], "aiConcepts": [], "relatedContent": [ { "title": "Umbra tentatio", "url": "https://elsworth.phd/Umbra-tentatio/", "relationship": "linked-from" }, { "title": "Harmonic Analysis of Shallow Mantle and Crust Correlated Cryptic Niche (draft)", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.216Z", "wordCount": 1779, "links": [ "data/paper1/thermal_input_vs_mechanical_output.csv", "data/paper1/delta_receiver_energy_vs_separation.csv", "data/paper1/population_vs_center_of_mass.csv" ] }, { "slug": "Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche", "url": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche", "markdownUrl": "https://elsworth.phd/Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Umbra-tentatio/Harmonic-Analysis-of-Shallow-Mantle-and-Crust-Correlated-Cryptic-Niche", "title": "Harmonic Analysis of Shallow Mantle and Crust Correlated Cryptic Niche", "description": "FICTION. An intermediate draft of an invented research paper about a shadow biosphere in Earth's mantle.", "section": "Umbra tentatio", "contentType": "fiction", "tags": [], "themes": [ "speculative fiction", "shadow biosphere", "fictional science" ], "aiSummary": "FICTION — nothing in this document is a factual scientific claim. An intermediate draft of a fabricated research paper describing Umbra tentatio, an invented organism in an invented shadow biosphere within Earth's mantle, and KSR1, an invented protein mediating long-range harmonic energy transfer between separated colonies. The organisms, proteins, institutions, boreholes, measurements and references do not exist.", "aiKeywords": [ "fiction", "speculative fiction", "not factual", "fabricated paper", "shadow biosphere", "Umbra tentatio", "KSR1" ], "aiConcepts": [], "relatedContent": [ { "title": "Umbra tentatio", "url": "https://elsworth.phd/Umbra-tentatio/", "relationship": "linked-from" } ], "contact": [], "dateCreated": "2025-12-08T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.217Z", "wordCount": 2014, "links": [ "data/paper1/receiver_energy_distribution.csv", "data/paper1/thermal_input_vs_mechanical_output.csv", "data/paper1/delta_receiver_energy_vs_separation.csv", "data/paper1/population_vs_center_of_mass.csv" ] }, { "slug": "Unfolding/Unfolding-1", "url": "https://elsworth.phd/Unfolding/Unfolding-1", "markdownUrl": "https://elsworth.phd/Unfolding/Unfolding-1.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Unfolding/Unfolding-1", "title": "Unfolding 1", "description": "The seed: a single paragraph that the two following pieces expand fractally.", "section": "Unfolding", "contentType": "poem", "tags": [], "themes": [ "self-similarity", "fractal expansion", "cosmology", "form" ], "aiSummary": "The seed text of the Unfolding triptych: one paragraph describing a shared dance in the palm of god, in which every breath is another's push and every thought another's negative, each participant unaware of their purpose in the others' design. Unfolding 2 promotes each of its sentences to a structural anchor, and Unfolding 3 promotes each sentence of Unfolding 2 in turn. Read as a set, the three pieces are the clearest demonstration in the vault of the self-similar method: reiteration of one idea in expanding forms with self-reinforcing structure.", "aiKeywords": [ "unfolding", "seed text", "self-similarity", "fractal expansion", "triptych" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-07-28T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.223Z", "wordCount": 101, "links": [] }, { "slug": "Unfolding/Unfolding-2", "url": "https://elsworth.phd/Unfolding/Unfolding-2", "markdownUrl": "https://elsworth.phd/Unfolding/Unfolding-2.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Unfolding/Unfolding-2", "title": "Unfolding 2", "description": "The first expansion: each sentence of Unfolding 1 becomes an anchor for a day, told in reverse from the fourth to the first.", "section": "Unfolding", "contentType": "poem", "tags": [], "themes": [ "self-similarity", "fractal expansion", "cosmology", "form" ], "aiSummary": "The first expansion of the Unfolding triptych. Each sentence of Unfolding 1 is set in bold as a structural anchor, and beneath each is a day of a cosmological sequence told in reverse order, from the fourth day of steel and polymer back to the first day when a milieu of competing forms collapsed into the singular voice of day. The reversal means the reader arrives at the origin last, and at the grief carried since it.", "aiKeywords": [ "unfolding", "expansion", "reverse chronology", "self-similarity", "cosmology" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-07-28T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.224Z", "wordCount": 495, "links": [] }, { "slug": "Unfolding/Unfolding-3", "url": "https://elsworth.phd/Unfolding/Unfolding-3", "markdownUrl": "https://elsworth.phd/Unfolding/Unfolding-3.md", "commentsUrl": "https://elsworth.phd/api/comments?slug=Unfolding/Unfolding-3", "title": "Unfolding 3", "description": "The second expansion: each sentence of Unfolding 2 becomes a section heading with prose beneath.", "section": "Unfolding", "contentType": "story", "tags": [], "themes": [ "self-similarity", "fractal expansion", "AI", "biosphere", "cosmology" ], "aiSummary": "The second expansion of the Unfolding triptych. Every sentence of Unfolding 2 is promoted to a section heading, with prose written beneath each, so that the original seed paragraph has now been expanded twice. The narrative content that emerges concerns a civilisation that bends physics one law at a time, builds instrumentation and intelligence into its bones, turns to genetic generative models, and meets a biosphere-scale defence system responding in kind, while the generative models discover abstract structures of their own.", "aiKeywords": [ "unfolding", "expansion", "self-similarity", "generative models", "biosphere", "prions" ], "aiConcepts": [], "relatedContent": [], "contact": [], "dateCreated": "2025-07-28T00:00:00.000Z", "dateModified": "2026-08-14T22:13:17.224Z", "wordCount": 1326, "links": [] } ] }