AI-Driven Concentration of Power
concentration-of-powerriskPath: /knowledge-base/risks/concentration-of-power/
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"llmSummary": "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": "AI Winner-Take-All Dynamics",
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"title": "Winner-Take-All Concentration Model",
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"title": "Compute Concentration",
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{
"eaForum": "https://forum.effectivealtruism.org/topics/concentration-of-power",
"eightyK": "https://80000hours.org/problem-profiles/extreme-power-concentration/"
}Backlinks (29)
| id | title | type | relationship |
|---|---|---|---|
| racing-dynamics-model | Racing Dynamics Game Theory Model | analysis | outcome |
| multipolar-trap-model | Multipolar Trap Coordination Model | analysis | outcome |
| winner-take-all-model | Winner-Take-All Market Dynamics Model | analysis | mechanism |
| concentration-of-power-model | Concentration of Power Systems Model | analysis | analyzes |
| lock-in-model | Lock-in Irreversibility Model | analysis | mechanism |
| economic-disruption-model | Economic Disruption Structural Model | analysis | consequence |
| deepmind | Google DeepMind | organization | affects |
| compute-governance | Compute Governance | policy | — |
| ai-accountability | AI for Accountability and Anti-Corruption | approach | — |
| authoritarian-tools | AI Authoritarian Tools | risk | — |
| economic-disruption | AI-Driven Economic Disruption | risk | — |
| irreversibility | AI-Induced Irreversibility | risk | — |
| lock-in | AI Value Lock-in | risk | — |
| authoritarian-takeover | AI-Enabled Authoritarian Takeover | risk | — |
| multipolar-trap | Multipolar Trap (AI Development) | risk | — |
| surveillance | AI Mass Surveillance | risk | — |
| winner-take-all | AI Winner-Take-All Dynamics | risk | — |
| compute-concentration | Compute Concentration | risk | — |
| concentrated-compute-cybersecurity-risk | Concentrated Compute as a Cybersecurity Risk | risk | — |
| __index__/knowledge-base | Knowledge Base | concept | — |
| ai-revenue-sources | AI Revenue Sources | organization | — |
| holden-karnofsky | Holden Karnofsky | person | — |
| yoshua-bengio | Yoshua Bengio | person | — |
| deliberation | AI-Assisted Deliberation Platforms | approach | — |
| international-regimes | International Compute Regimes | policy | — |
| lab-culture | AI Lab Safety Culture | approach | — |
| seoul-declaration | Seoul AI Safety Summit Declaration | policy | — |
| __index__/knowledge-base/risks | AI Risks | concept | — |
| structural-overview | Structural Risks (Overview) | concept | — |