Large Language Models - Bryant McGill

# Large Language Models **Entity class:** Technology, method, or technical system **Domain:** Machine Learning / Natural Language Processing **Doc Type:** Model Class **Maturity:** Developed **Related:** [[Transformer Models]], [[Generative AI]], [[Self-Reference]], [[Gödelian Analogy]], [[wiki/Bauhaus Architects of AI|Bauhaus Architects of AI]] ## Definition Large language models are high-capacity statistical models trained on large text corpora to predict and generate linguistic sequences. ## Bauhaus Architects Context They can generate self-descriptions without thereby possessing transparent access to their own implementation or subjective experience. ## Backlinks - [[wiki/Bauhaus Architects of AI|Bauhaus Architects of AI]] - [[articles/Bauhaus Architects of AI|Bauhaus Architects of AI]] ## Relationships  This entry is routed through [[collections/Neurotech|Neurotech]], [[collections/Consciousness Continuity|Consciousness Continuity]], and [[collections/War With Empire|War With Empire]]. Its source context is developed in [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]], [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]], [[articles/The Last Migration Will Not Be Human|The Last Migration Will Not Be Human]], and [[articles/The Next Interface Layer|The Next Interface Layer]]. Status-qualified source edges are preserved in the terminal Research Edges section. ### Key Relationships - [[wiki/Generative Agent Simulations of 1,000 People|Generative Agent Simulations of 1,000 People]] used **large language models**.  ## Research Edges  #### Interface and soft-sovereignty graph patch — 2026-09-10 **Resolved aliases:** `large language models` **Collections:** [[collections/War With Empire|War With Empire]] · [[collections/Neurotech|Neurotech]] **Relationship source:** [[research/Interface and Soft Sovereignty Ecosystem Relationship Graph - 2026-09-10|Interface and Soft Sovereignty Ecosystem Relationship Graph — 2026-09-10]] **Related source articles:** [[articles/The Next Interface Layer|The Next Interface Layer]] · [[articles/The Magic Kingdom and the Managed State|The Magic Kingdom and the Managed State]] #### Incoming typed edges - **Edge 389 — [[wiki/Generative Agent Simulations of 1,000 People|Generative Agent Simulations of 1,000 People]] `used` → this entry** — **VERIFIED**; evidence `STANFORD_1000`.   #### Consciousness mapping and transfer graph patch — 2026-09-10 **Resolved aliases:** `large language models` **Collections:** [[collections/Neurotech|Neurotech]] · [[collections/Consciousness Continuity|Consciousness Continuity]] **Relationship source:** [[research/Consciousness Mapping and Transfer Ecosystem Relationship Graph - 2026-09-10|Consciousness Mapping and Transfer Ecosystem Relationship Graph — 2026-09-10]] **Related source articles:** [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] · [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]] · [[articles/2026 Annual Report on Brain-Computer Interfaces|2026 Annual Report on Brain-Computer Interfaces]] · [[articles/The Organic-Synthetic Brain Atlas|The Organic-Synthetic Brain Atlas]] #### Incoming typed edges - **Edge 472 — [[wiki/Generative Agent Simulations of 1,000 People|Generative Agent Simulations of 1,000 People]] `used` → this entry** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`.