Policy Workbench

US Research Institution AI Overhaul Sandbox

Simulating compute allocation, automated wet-labs, and grant acceleration models
Policy Levers Tier-1 Consortium
Share of institutional capital directed to GPU/AI compute clusters
Postdoc & AI fellow compensation competitive multiplier
Institutional Dynamic Trajectory Active: NAIRR Cloud Consortium
Discovery Velocity
3.8x
+280% vs Baseline
Compute Parity
58%
+38% vs Industry
Review Latency
1.4 mo
-7.6 mo delay
Talent Retention
74%
+29% vs Baseline
CUMULATIVE SCIENTIFIC BREAKTHROUGHS OVER HORIZON ■ Active Reform Package   ┄ Traditional Baseline
RESOURCE ALLOCATION FLOW: CAPITAL → COMPUTE → SCIENTIFIC DOMAINS Live Interdisciplinary Balance
Counterfactual Delta Audit Proof
Dimension Baseline Simulated Shift
Generating brief...
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