ARTIFICIAL INTELLIGENCE

AI: The Path to

Super Abundance

From Scarcity to Abundance — How AI Reshapes Our Future

AI's Positive Power: Expanding Human Capability

Current Integration

Language translation, information search, personalized recommendations

Automating repetitive tasks, freeing time for creativity and meaningful interactions

Healthcare Breakthroughs

AI assists doctors in analyzing medical images, detecting diseases earlier

AlphaFold predicts protein structures in days instead of years, accelerating medicine development

Scientific Discovery

Processes enormous information, identifies hidden patterns, simulates complex systems

Becomes a powerful partner in expanding knowledge boundaries

AI holds the greatest promise to move humanity from scarcity toward super abundance

Daily Tasks Automated

Repetitive workflows → creative time

Research Speedup

Years → days with AlphaFold

The Hidden Risks: Structural Unemployment

Displaced and new jobs rarely overlap in skill requirements, geography, or income level

245K

Tech workers laid off 2025

28.5% AI-tied

80K

Tech workers laid off Q1 2026

47.9% AI-attributed

AmazonCEO

Generative AI "should change the way our work is done" and reduce corporate workforce

BlockCEO

40% workforce reduction, "intelligence tools have changed what it means to build and run a company"

The Hidden Risks: Monopoly and Resource Depletion

Market Concentration

Cloud:AWS, Azure, Google Cloud command ~two-thirds of global market share

Hardware:NVIDIA commands 80-90% of AI accelerator market, became first $5 trillion company (July 2025)

Energy Consumption

415 TWhin 2024 (1.5% global), projected to945 TWhby 2030

AI-specific servers:165-326 TWhprojected by 2028

Inequality Consequence

Benefits flow disproportionately tocapital owners, while displacement costs fall onmiddle- and lower-skill workers

10x

Resource Intensity

Single ChatGPT request requires ~10× electricity of typical Google search

AI query energy footprint

vs traditional search

The Hidden Risks: Safety Threats

Algorithmic Bias

Healthcare algorithm systematically favored white patients over Black patients

Resume-screening AI favored white male names, never ranked Black male names first

LLMs associate women with "home" four times more often than men

Privacy & Security

$10.22M

20%

Critical Risk

Average U.S. data breach cost (2025)

Organizations suffered breaches due to "Shadow AI" (unauthorized AI tool use)

Misinformation & Deepfakes

Deepfake files grew from few thousand to ~8 million by 2025 (900% annual growth)

Arup employee authorized$25.6 milliontransfer after deepfake video conference

Human accuracy at identifying deepfakes:55.5%, barely above chance

What Is Super Abundance?

Material Abundance

Mass-produced food and goods with drastically falling costs

Energy Abundance

Optimized renewable energy freeing humanity from fossil fuel dependence

Service Abundance

AI-powered education, healthcare, and research universally accessible

Finding the Balance: Moderate Slowdown

Instead of pursuing endless rapid iteration at all costs, humanity needs balance

Unrestrained AI expansion will destroy the future of abundance; slowing down and establishing global rules is essential

Labor Substitution

Massive labor substitution → structural unemployment → paradox of material prosperity alongside widespread poverty

Technological Monopoly

Small number of tech giants monopolize top-tier AI → enlarging wealth gap

Safety Threats

Uncontrolled autonomous weapons, biased decisions, privacy leakage, harmful content

Resource Depletion

Frantic competition for computing power consumes enormous electricity and rare minerals

The Path Forward

Moderately slow downaggressive commercial AI development

Accelerate unifiedglobal regulatory rules

Solutions: Differentiated Policies and Global Governance

Welfare-Oriented AI Investment

Heavy investment insmart agriculture,clean energy, andmedical AIto drive sustainable societal benefits.

Commercial AI Restraint

Proper restraint on commercial rush for powerful general AI withextended safety assessment periods.

Tech Openness & Sharing

Encouragetechnology opennessandcross-border sharingto reduce monopolization risks.

Binding AI Conventions

Establishbinding conventionsto unify standards for research, computing power usage, and data transmission.

Developed-Developing Cooperation

Developed nations help developing countriesbuild regulatory frameworksand capacity.

Global AI Security Council

Set upglobal security councilto monitor technological updates and emerging risks.

Social Welfare Systems

Complementary welfare systemsto cushion job replacement impact and ensure equity.

Global AI Regulation Landscape

ARTIFICIAL INTELLIGENCE

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