Research library

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Read the original reports, government documents, research papers, company disclosures, and public transcripts behind the argument.

Showing 15 sources

01Infrastructure

≈945 TWh

Energy demand from AI

The IEA base case projects global data-center electricity consumption will more than double to around 945 TWh by 2030.

International Energy Agency2025
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02Infrastructure

9.5–15.3%

United States Data Center Energy Usage Report: 2025 Update

The report estimates data centers could account for about 11.8% of U.S. electricity use in 2030, with a wider scenario range.

Lawrence Berkeley National Laboratory2025
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03Infrastructure

Environmental Sustainability Report

A company disclosure covering greenhouse gases, energy, water, waste, ecosystems, and data-center strategies.

Microsoft2025
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04Surveillance

30M+ photos

Next Generation Identification

The FBI describes facial-recognition searching against more than 30 million criminal mug-shot photos.

Federal Bureau of InvestigationCurrent program page
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05Surveillance

Facial Recognition Services: Federal Law Enforcement Agencies

GAO reported that seven agencies used outside facial-recognition services capable of searching billions of images.

U.S. Government Accountability Office2023
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06Surveillance

Sam Altman: Never a Better Time to Do a Startup

Altman described a dystopian outcome with no freedom, no agency, no privacy, and a “perfect surveillance state.”

Y Combinator2026 transcript
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07Labor

1 in 4

Generative AI and Jobs: A Refined Global Index

The ILO reports that one in four jobs worldwide is potentially exposed to generative AI, with transformation more likely than complete replacement.

International Labour Organization2025
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08Labor

92M displaced

Future of Jobs Report 2025

The employer survey projects 170 million roles created and 92 million displaced across the major trends it studies by 2030.

World Economic Forum2025
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09Labor

≈40%

AI Will Transform the Global Economy

The IMF estimates almost 40% of global employment is exposed to AI, with both opportunities and inequality risks.

International Monetary Fund2024
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10Synthetic Media

GenAI: Deepfakes 2026

NIST says modern tools can turn a social-media photograph into a hyper-realistic deepfake in seconds.

National Institute of Standards and Technology2026
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11Synthetic Media

Reducing Risks Posed by Synthetic Content

The report examines provenance, labeling, watermarking, detection, authentication, and other risk-reduction approaches.

National Institute of Standards and Technology2024
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12Synthetic Media

Preventing the Harms of AI-Enabled Voice Cloning

The FTC documents family-emergency scams, executive impersonation, extortion, and other voice-cloning risks.

Federal Trade Commission2023–2024
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13Creativity

Copyright and Artificial Intelligence, Part 3

The report examines generative-AI training, licensing, fair use, and potential liability while emphasizing protected human expression.

U.S. Copyright Office2025 pre-publication
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14Creativity

Copyright and Artificial Intelligence, Part 1: Digital Replicas

The report examines realistic digital replicas and recommends federal protection against unauthorized distribution.

U.S. Copyright Office2024
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15Power

AI and International Security: Pathways of Impact

The report analyzes pathways involving surveillance, suppression of dissent, manipulation, and concentrated decision-making power.

OpenAI-affiliated research2026
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