Hardware Demand
28.5 GW
~$142.5B capex allocation
Systemic Risk Index
42.6
P(catastrophic divergence / unverified run)
Alignment Gap
31.4
Safety vs. Scaling delta index
Breakthrough Velocity
18 Mo
Projected frontier milestone horizon
Stakeholder Alignment & Hardware Scatter
X: Safety & Oversight Mandate | Y: Deployment & Hardware Velocity
Cautious Slowdown
Rapid Acceleration
Balanced / Gated
Dario Amodei (Anthropic)
Slowdown Advocate
"Calls for coordinated slowdowns and rigorous evaluation gates before scaling compute."
Sam Altman (OpenAI)
Cautious Support
"Supports Amodei's call for safety guardrails and multi-stakeholder governance."
Elon Musk (xAI)
Slowdown Support
"Warns of runaway existential risks and urges pause thresholds on raw scaling."
Jensen Huang (NVIDIA)
Rapid Scaling
"Feels differently; argues accelerating compute and deploying infrastructure expands human capability."