AI Safety Pace & Governance Simulator

Scenario Presets

Governance Levers

Research Velocity 85

Safety Verification Buffer 20

Regulatory Friction 30

Public & Researcher Concern 75

Simulation Telemetry

Frontier Index 92.4

Alignment Conf. 34.1%

Crunch Time Index 88.5

JSON Policy Artifact

High Risk / Crunch Time Crunch Threshold Breached (+28.5 pts)

Mandate safety verification buffer and independent oversight

Live Trajectory Projection (Capability Frontier vs. Alignment Confidence)

Capability Frontier

Alignment Verification

Crunch Time Danger Horizon (60.0)

Source Context: Grounded in WIRED reporting on senior AI researchers stepping down from leading labs, calling for an urgent slowdown and warning that industry acceleration has pushed humanity into critical “crunch time”.

Frontier Capability vs Alignment Velocity Dynamics

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In the simulator, AI development is governed by the gap between raw capability progression and empirical alignment verification. Under unbounded scaling with velocity at eighty-five and a safety buffer of twenty, capability surges while alignment confidence lags at thirty-four percent. When the safety gap widens beyond forty-five, the crunch time index reaches eighty-eight point five, triggering an immediate high-risk mandate. Selecting the Balanced Moratorium preset curbs velocity and elevates safety buffers, compressing the gap back into sustainable bounds.