Generative Agent Simulations of 1,000 People

# Generative Agent Simulations of 1,000 People **Entity class:** Person **Collections:** [[collections/War With Empire|War With Empire]] · [[collections/Neurotech|Neurotech]] ## Definition **Generative Agent Simulations of 1,000 People** is a person. Generative Agent Simulations of 1,000 People is associated with 1,052 representative U.S. participants. Generative Agent Simulations of 1,000 People used two-hour qualitative interviews. Generative Agent Simulations of 1,000 People used [[wiki/Large Language Models|large language models]]. The entry centers on this person's documented work, affiliations, and institutional roles, separating those facts from the activities of collaborators and organizations around them. ## 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/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]], [[articles/The Next Interface Layer|The Next Interface Layer]], and [[articles/The Magic Kingdom and the Managed State|The Magic Kingdom and the Managed State]]. Status-qualified source edges are preserved in the terminal Research Edges section. ### Key Relationships - **Generative Agent Simulations of 1,000 People** is associated with 1,052 representative U.S. participants. - **Generative Agent Simulations of 1,000 People** used two-hour qualitative interviews. - **Generative Agent Simulations of 1,000 People** used [[wiki/Large Language Models|large language models]]. - **Generative Agent Simulations of 1,000 People** is associated with ~85% of participant self-retest accuracy on survey responses. ### People and institutional relationships - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Joon Sung Park|Joon Sung Park]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Carolyn Q. Zou|Carolyn Q. Zou]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Aaron Shaw|Aaron Shaw]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Benjamin Mako Hill|Benjamin Mako Hill]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Carrie J. Cai|Carrie J. Cai]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Meredith Ringel Morris|Meredith Ringel Morris]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Robb Willer|Robb Willer]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Percy Liang|Percy Liang]]. - **Generative Agent Simulations of 1,000 People** is an author associated with [[wiki/Michael S. Bernstein|Michael S. Bernstein]].  ## Research Edges  #### Interface and soft-sovereignty graph patch — 2026-09-10 **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]] #### Outgoing typed edges - **Edge 387 — `studied` → 1,052 representative U.S. participants** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 388 — `used` → two-hour qualitative interviews** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 389 — `used` → [[wiki/Large Language Models|large language models]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 390 — `reported` → ~85% of participant self-retest accuracy on survey responses** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 391 — `author` → [[wiki/Joon Sung Park|Joon Sung Park]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 392 — `author` → [[wiki/Carolyn Q. Zou|Carolyn Q. Zou]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 393 — `author` → [[wiki/Aaron Shaw|Aaron Shaw]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 394 — `author` → [[wiki/Benjamin Mako Hill|Benjamin Mako Hill]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 395 — `author` → [[wiki/Carrie J. Cai|Carrie J. Cai]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 396 — `author` → [[wiki/Meredith Ringel Morris|Meredith Ringel Morris]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 397 — `author` → [[wiki/Robb Willer|Robb Willer]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 398 — `author` → [[wiki/Percy Liang|Percy Liang]]** — **VERIFIED**; evidence `STANFORD_1000`. - **Edge 399 — `author` → [[wiki/Michael S. Bernstein|Michael S. Bernstein]]** — **VERIFIED**; evidence `STANFORD_1000`.   #### Consciousness mapping and transfer graph patch — 2026-09-10 **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]] #### Outgoing typed edges - **Edge 470 — `studied` → 1,052 representative U.S. participants** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 471 — `used` → two-hour qualitative interviews** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 472 — `used` → [[wiki/Large Language Models|large language models]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 473 — `reported` → ~85% of participant self-retest accuracy on survey responses** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 474 — `author` → [[wiki/Joon Sung Park|Joon Sung Park]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 475 — `author` → [[wiki/Carolyn Q. Zou|Carolyn Q. Zou]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 476 — `author` → [[wiki/Aaron Shaw|Aaron Shaw]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 477 — `author` → [[wiki/Benjamin Mako Hill|Benjamin Mako Hill]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 478 — `author` → [[wiki/Carrie J. Cai|Carrie J. Cai]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 479 — `author` → [[wiki/Meredith Ringel Morris|Meredith Ringel Morris]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 480 — `author` → [[wiki/Robb Willer|Robb Willer]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 481 — `author` → [[wiki/Percy Liang|Percy Liang]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`. - **Edge 482 — `author` → [[wiki/Michael S. Bernstein|Michael S. Bernstein]]** — **PRIOR_INTERFACE_VERIFIED**; evidence `STANFORD_1000`.  ## Research Inference Attractors  These are secondary semantic placements for the inference attractor network. Each statement keeps its original ID and tier; its canonical cluster page links back to every destination. Source register: [[research/Research Inferences|Research Inferences]]. Interpretive context: [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] and [[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]]. Collection route: [[collections/Neurotech|Neurotech]]. - **INF-0376 — Established.** Multi-person setups have transmitted simple decisions between brains by decoding from senders and stimulating a receiver, completing a brain-to-brain loop in humans. The channel is narrow, the demonstration is unambiguous, and the architecture is a decoder joined to a stimulator. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0378 — Established.** Simultaneous recording from interacting people shows measurable neural synchrony that tracks cooperation and shared attention. Coupling between nervous systems is an observed phenomenon of ordinary social life, which means engineered coupling amplifies an existing channel rather than creating one. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0388 — Analytic.** Speech carries on the order of tens of bits per second, which is the narrowest link in human collaboration. Any channel that exceeds it changes the scale of problem a group can hold jointly, which is the strongest argument for coupling that does not depend on novelty. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0389 — Plausible.** A model sitting between two nervous systems can translate between their idiosyncratic codes, removing the requirement that they share a representation natively. Model mediation is what makes coupling between arbitrary people feasible rather than only between trained pairs. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0390 — Plausible.** A shared external memory that multiple people read and write neurally is a group hippocampus with an access log. Externalized shared memory is the least invasive form of hive cognition and requires only retrieval infrastructure that already exists. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0391 — Analytic.** Institutions already function as slow distributed cognitive systems built from people, documents, and procedures. Neural coupling is an acceleration of a structure that exists, which means the relevant precedents are organizational rather than science-fictional. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0393 — Established.** Multi-brain animal experiments have demonstrated cooperative task solving across linked nervous systems. The feasibility question was answered in animals a decade ago, and the remaining work is bandwidth, safety, and consent. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0394 — Plausible.** One decoded operator directing many embodied agents is a coupling architecture pointing outward rather than between people. Outward coupling arrives first because the other end requires no consent, and the control theory transfers directly to inward coupling later. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]] - **INF-0397 — Strongly indicated.** A coupled collective containing both people and models is the realistic near-term configuration, since model participants are available now and consenting people are scarce. The mixed collective is already operating wherever teams work continuously through shared model context. - **Canonical cluster:** [[wiki/Coupled Minds and Collective Cognition|Coupled Minds and Collective Cognition]]