Interpretability Coverage

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{
  "id": "interpretability-coverage",
  "type": "ai-transition-model-parameter",
  "title": "Interpretability Coverage",
  "description": "The percentage of model behavior that can be explained and understood by researchers. Measures transparency into AI system internals.",
  "tags": [
    "safety",
    "technical",
    "interpretability"
  ],
  "relatedEntries": [
    {
      "id": "interpretability",
      "type": "concept",
      "relationship": "related"
    },
    {
      "id": "alignment-progress",
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      "relationship": "measured-by"
    }
  ],
  "sources": [],
  "lastUpdated": "2025-12",
  "customFields": [
    {
      "label": "Direction",
      "value": "Higher is better"
    },
    {
      "label": "Current Trend",
      "value": "Improving slowly (70% of Claude 3 Sonnet features interpretable, but only ~10% of frontier model capacity mapped)"
    },
    {
      "label": "Key Measurement",
      "value": "Percentage of model behavior explainable, feature coverage"
    }
  ]
}

No facts for this entity

{
  "lesswrong": "https://www.lesswrong.com/tag/interpretability-ml-and-ai"
}

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---
title: Interpretability Coverage
sidebar:
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importance: 0
quality: 0
llmSummary: This page contains only a React component import with no actual content displayed. Cannot assess interpretability coverage methodology or findings without rendered content.
ratings:
  novelty: 0
  rigor: 0
  actionability: 0
  completeness: 0
clusters:
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subcategory: factors-misalignment-potential
---
import {TransitionModelContent} from '@components/wiki/TransitionModelContent';

<TransitionModelContent entityId="E331" />