Compute

No page data found for "tmc-compute"

{
  "id": "tmc-compute",
  "type": "ai-transition-model-subitem",
  "title": "Compute",
  "description": "Compute refers to the hardware resources required to train and run AI systems, including GPUs, TPUs, and specialized AI accelerators. The current generation of frontier AI models requires extraordinary amounts of computational power—training runs cost tens to hundreds of millions of dollars in compute alone.\nThe significance of compute for AI governance stems from several unique properties: it is measurable (training runs can be quantified in FLOPs), concentrated (the global semiconductor supply chain depends on chokepoints like ASML, TSMC, and NVIDIA), and physical (unlike algorithms that can be copied infinitely, hardware must be manufactured and shipped).",
  "tags": [
    "compute",
    "hardware",
    "governance",
    "ai-capabilities"
  ],
  "relatedEntries": [
    {
      "id": "compute-governance",
      "type": "approach",
      "relationship": "addresses"
    },
    {
      "id": "ai-capabilities",
      "type": "ai-transition-model-factor",
      "relationship": "child-of"
    },
    {
      "id": "compute-hardware",
      "type": "ai-transition-model-metric",
      "relationship": "measured-by"
    },
    {
      "id": "racing-intensity",
      "type": "ai-transition-model-parameter",
      "relationship": "affects"
    }
  ],
  "sources": [],
  "lastUpdated": "2026-01",
  "customFields": []
}

No facts for this entity

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{
  "numericId": "E612",
  "title": "Compute (AI Capabilities)",
  "entityType": "parameter",
  "sidebar": {
    "order": 1
  },
  "importance": 0,
  "quality": 0,
  "llmSummary": "This page contains only React component imports with no actual content about compute capabilities or their role in AI risk. It is a technical stub awaiting data population.",
  "ratings": {
    "novelty": 0,
    "rigor": 0,
    "actionability": 0,
    "completeness": 0
  },
  "clusters": [
    "ai-safety"
  ],
  "subcategory": "factors-ai-capabilities"
}

---
numericId: E612
title: Compute (AI Capabilities)
entityType: parameter
sidebar:
  order: 1
importance: 0
quality: 0
llmSummary: This page contains only React component imports with no actual content about compute capabilities or their role in AI risk. It is a technical stub awaiting data population.
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';

<DataExternalLinks pageId="compute" />

<ATMPage entityId="E309" />