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Countdown to Global Data Runout and Energy Crisis

Projected critical threshold: 2030

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Critical Resource Threshold Approaching

Global AI Ecological and Social Impact Dashboard

AI Energy Consumption

Total compute vs AI compute: how much energy AI systems consume vs. all global compute operations. Rising fast—even with efficiency gains.

AI Compute
Electricity Use
AI Total
625 TWh
25%
AI Total
$125B
Global Total
2,500 TWh
2025 Annual
AI Compute (625 TWh)
Non-AI Compute (1,875 TWh)

* Cost estimate based on $0.20/kWh average

Global Compute Water Consumption

Includes cooling & electricity generation

AI Compute
Water Use
AI Total
295B gal
31%
~1.1 trillion liters
Global Total
950B gal
2025 Annual
AI Compute (295B gal)
Non-AI Compute (655B gal)

* Averaged from industry projections (700B-1,200B gallon range)
* Includes datacenter cooling + electricity generation water use

Total Energy Production vs AI Demand

Annual energy production capacity vs compute.

AI Usage
2.5%
of global energy
Global Capacity
25k TWh
Global Usage
22k TWh
Total Compute
2.5k TWh
2025 Annual
Global Usage (22k TWh / 88%)
Total Compute (2.5k TWh / 10%)
AI Compute (625 TWh / 2.5%)
Unused Capacity (~3k TWh / 12%)

* Global energy production includes all sources: fossil fuels, nuclear, renewables
* Percentages relative to global production capacity

AI Energy Consumption Forecast

Projected energy consumption: AI compute vs. traditional compute infrastructure (2010-2050).
AI energy demand growing exponentially while traditional compute remains steady.

AI Compute Energy
Regular Compute Energy

* Projections based on current growth trends and efficiency improvements

Token Volume Forecast

Annual token processing: training vs. inference workloads (2010-2050).
Inference demand exploding as AI deployment scales massively beyond model development.

Training Tokens
Inference Tokens
Key Insight: Inference overtakes training around 2023-2025. By 2050, inference tokens are projected to exceed training by 200x as deployed AI systems process trillions of daily queries.

* Projections based on current scaling trends and deployment patterns

Data & Methodology Note: The metrics and forecasts presented in this dashboard are synthesized from multiple industry reports, academic research, and publicly available data sources spanning 2020-2025. Due to the rapidly evolving nature of AI infrastructure and varying methodologies across sources, exact figures differ between reports. Our projections represent conservative mid-range estimates based on current growth trajectories, accounting for anticipated efficiency improvements in hardware and algorithms. Actual values may vary significantly based on technological breakthroughs, policy changes, and market adoption rates. This dashboard is intended for awareness and strategic planning purposes rather than precise resource allocation. For critical decision-making, we recommend consulting primary sources and conducting independent analysis tailored to your specific use case.

The MYTHOS AI ecosystem

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Obelisk

The crown jewel.

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Gamepump

It's not really a game?

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Bonsai

Surf's up!

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Titanium

It doesn't break.

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Jumpstart

How far—how high?

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Sparks

The secret sauce.

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Shadow

Deep within the labyrinth.

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Minotaur

With rainbow sprinkles.

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Mesh

And a side of fries.

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IAP

The Initial Approval Process is complete.