Longterm Wiki

Algorithms

tmc-algorithms (E302)
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Entity Data
{
  "id": "tmc-algorithms",
  "type": "ai-transition-model-subitem",
  "title": "Algorithms",
  "description": "Algorithmic progress determines how efficiently AI systems convert compute into capabilities. Unlike hardware, algorithms are intangible—discoveries spread instantly through publications, making direct governance nearly impossible.",
  "tags": [
    "algorithms",
    "research",
    "ai-capabilities"
  ],
  "relatedEntries": [
    {
      "id": "ai-capabilities",
      "type": "ai-transition-model-factor",
      "relationship": "child-of"
    }
  ],
  "sources": [],
  "lastUpdated": "2026-01",
  "customFields": []
}
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Frontmatter
{
  "numericId": "E609",
  "title": "Algorithms (AI Capabilities)",
  "entityType": "parameter",
  "sidebar": {
    "order": 2
  },
  "importance": 0,
  "quality": 0,
  "llmSummary": "This page contains only React component imports with no actual content about AI algorithms, their capabilities, or their implications for AI risk. The page is effectively a placeholder or stub.",
  "ratings": {
    "novelty": 0,
    "rigor": 0,
    "actionability": 0,
    "completeness": 0
  },
  "clusters": [
    "ai-safety"
  ],
  "subcategory": "factors-ai-capabilities"
}
Raw MDX Source
---
numericId: E609
title: Algorithms (AI Capabilities)
entityType: parameter
sidebar:
  order: 2
importance: 0
quality: 0
llmSummary: This page contains only React component imports with no actual content about AI algorithms, their capabilities, or their implications for AI risk. The page is effectively a placeholder or stub.
ratings:
  novelty: 0
  rigor: 0
  actionability: 0
  completeness: 0
clusters:
  - ai-safety
subcategory: factors-ai-capabilities
---
import {ATMPage} from '@components/wiki/ATMPage';
import {DataExternalLinks} from '@components/wiki';

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