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AI-Driven Concentration of Power

concentration-of-powerriskPath: /knowledge-base/risks/concentration-of-power/
E68Entity ID (EID)
← Back to page32 backlinksQuality: 65Updated: 2026-01-28
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
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  "title": "AI-Driven Concentration of Power",
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  "summary": "Documents how AI development is concentrating in ~20 organizations due to \\$100M+ compute costs, with 5 firms controlling 80%+ of cloud infrastructure and projections reaching \\$1-10B per model by 2030. Identifies key concentration mechanisms (compute, cloud, chips, capital) and links to governance interventions, though defers comprehensive analysis to a linked parameter page.",
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      "text": "noted by the Open Markets Institute",
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        "title": "Winner-Take-All Concentration Model",
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        "title": "Compute Concentration",
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        "title": "AI Knowledge Monopoly",
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External Links
{
  "eaForum": "https://forum.effectivealtruism.org/topics/concentration-of-power",
  "eightyK": "https://80000hours.org/problem-profiles/extreme-power-concentration/"
}
Backlinks (32)
idtitletyperelationship
racing-dynamics-modelRacing Dynamics Game Theory Modelanalysisoutcome
multipolar-trap-modelMultipolar Trap Coordination Modelanalysisoutcome
winner-take-all-modelWinner-Take-All Market Dynamics Modelanalysismechanism
concentration-of-power-modelConcentration of Power Systems Modelanalysisanalyzes
lock-in-modelLock-in Irreversibility Modelanalysismechanism
economic-disruption-modelEconomic Disruption Structural Modelanalysisconsequence
deepmindGoogle DeepMindorganizationaffects
compute-governanceCompute Governanceconcept—
ai-accountabilityAI for Accountability and Anti-Corruptionapproach—
authoritarian-toolsAI Authoritarian Toolsrisk—
economic-disruptionAI-Driven Economic Disruptionrisk—
irreversibilityAI-Induced Irreversibilityrisk—
lock-inAI Value Lock-inrisk—
authoritarian-takeoverAI-Enabled Authoritarian Takeoverrisk—
multipolar-trapMultipolar Trap (AI Development)risk—
surveillanceAI Mass Surveillancerisk—
winner-take-allAI Winner-Take-All Dynamicsrisk—
compute-concentrationCompute Concentrationrisk—
concentrated-compute-cybersecurity-riskConcentrated Compute as a Cybersecurity Riskrisk—
__index__/knowledge-baseKnowledge Baseconcept—
ai-power-and-influence-mapAI Power and Influence Mapanalysis—
ai-revenue-sourcesAI Revenue Sourcesorganization—
holden-karnofskyHolden Karnofskyperson—
yoshua-bengioYoshua Bengioperson—
deliberationAI-Assisted Deliberation Platformsapproach—
international-regimesInternational Compute Regimesconcept—
lab-cultureAI Lab Safety Cultureapproach—
seoul-declarationSeoul AI Safety Summit Declarationpolicy—
__index__/knowledge-base/risksAI Risksconcept—
structural-overviewStructural Risks (Overview)concept—
actor-power-scorecardActor Power Scorecardconcept—
agi-bottlenecks-tableAGI Bottlenecksconcept—