Preference Authenticity

preference-authenticity (E229)

← Back to pagePath: /ai-transition-model/preference-authenticity/

Page Metadata

{
  "id": "preference-authenticity",
  "numericId": null,
  "path": "/ai-transition-model/preference-authenticity/",
  "filePath": "ai-transition-model/preference-authenticity.mdx",
  "title": "Preference Authenticity",
  "quality": null,
  "importance": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": null,
  "llmSummary": "This page contains only a React component reference with no actual content displayed. Cannot assess the substantive topic of preference authenticity in AI transitions without the rendered content.",
  "structuredSummary": null,
  "description": null,
  "ratings": {
    "novelty": 0,
    "rigor": 0,
    "actionability": 0,
    "completeness": 0
  },
  "category": "ai-transition-model",
  "subcategory": "factors-civilizational-competence",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 0,
    "tableCount": 0,
    "diagramCount": 0,
    "internalLinks": 0,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0,
    "sectionCount": 0,
    "hasOverview": false,
    "structuralScore": 2
  },
  "suggestedQuality": 13,
  "updateFrequency": null,
  "evergreen": true,
  "wordCount": 0,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 6,
  "redundancy": {
    "maxSimilarity": 0,
    "similarPages": []
  }
}

Entity Data

{
  "id": "preference-authenticity",
  "type": "ai-transition-model-parameter",
  "title": "Preference Authenticity",
  "description": "The degree to which human preferences reflect genuine values rather than externally shaped desires. Essential for autonomy, democratic legitimacy, and meaningful choice.",
  "tags": [
    "epistemic",
    "autonomy",
    "human-ai-interaction"
  ],
  "relatedEntries": [
    {
      "id": "preference-manipulation",
      "type": "risk",
      "relationship": "related"
    },
    {
      "id": "human-agency",
      "type": "ai-transition-model-parameter",
      "relationship": "related"
    },
    {
      "id": "public-opinion",
      "type": "ai-transition-model-metric",
      "relationship": "measured-by"
    },
    {
      "id": "preference-manipulation-drift",
      "type": "model",
      "relationship": "analyzed-by"
    },
    {
      "id": "sycophancy-feedback-loop",
      "type": "model",
      "relationship": "analyzed-by"
    },
    {
      "id": "reality-fragmentation-network",
      "type": "model",
      "relationship": "analyzed-by"
    }
  ],
  "sources": [],
  "lastUpdated": "2025-12",
  "customFields": [
    {
      "label": "Direction",
      "value": "Higher is better"
    },
    {
      "label": "Current Trend",
      "value": "Under pressure (AI recommendation systems optimize for engagement, not user wellbeing)"
    },
    {
      "label": "Key Measurement",
      "value": "Reflective endorsement, preference stability, manipulation exposure"
    }
  ]
}

Canonical Facts (0)

No facts for this entity

External Links

{
  "lesswrong": "https://www.lesswrong.com/tag/human-values"
}

Backlinks (6)

id	title	type	relationship
public-opinion	Public Opinion	ai-transition-model-metric	measures
long-term-trajectory	Long-term Trajectory	ai-transition-model-scenario	key-factor
long-term-lockin	Long-term Lock-in	ai-transition-model-scenario	key-factor
sycophancy-feedback-loop	Sycophancy Feedback Loop Model	model	models
reality-fragmentation-network	Reality Fragmentation Network Model	model	affects
preference-manipulation-drift	Preference Manipulation Drift Model	model	models

Frontmatter

{
  "title": "Preference Authenticity",
  "sidebar": {
    "order": 7
  },
  "importance": 0,
  "quality": 0,
  "llmSummary": "This page contains only a React component reference with no actual content displayed. Cannot assess the substantive topic of preference authenticity in AI transitions without the rendered content.",
  "ratings": {
    "novelty": 0,
    "rigor": 0,
    "actionability": 0,
    "completeness": 0
  },
  "clusters": [
    "ai-safety"
  ],
  "subcategory": "factors-civilizational-competence"
}

Raw MDX Source

---
title: Preference Authenticity
sidebar:
  order: 7
importance: 0
quality: 0
llmSummary: This page contains only a React component reference with no actual content displayed. Cannot assess the substantive topic of preference authenticity in AI transitions without the rendered content.
ratings:
  novelty: 0
  rigor: 0
  actionability: 0
  completeness: 0
clusters:
  - ai-safety
subcategory: factors-civilizational-competence
---
import {TransitionModelContent} from '@components/wiki/TransitionModelContent';

<TransitionModelContent entityId="E335" />