NeurIPS '24 • ICML '24 • ICLR '25 Proceedings Grounded

AI Talent Origin Flow & Lab Composition Analyzer

Simulate US AI research lab workforce dependencies, visa constraint shocks, and top-tier conference paper throughput.

Lab Model Parameters

Effective Staff
50
Baseline target met
Foreign Talent %
76.0%
Baseline: 76.0%
Origin HHI Index
2,282
Moderate Concentration
Est. Top-3 Papers
110.0
NeurIPS / ICML / ICLR
Proceedings Baseline: China (38%), US (24%), India (10%), Europe (9%), South Korea (5%), Canada (4%), Other (10%).
Global Undergrad Origin → US AI Lab Inflow
Direct Proportional Flow
Simulated Staffing Allocation & Conference Attribution
Origin Region Baseline Share Simulated Staff Simulated Share Est. NeurIPS/ICML/ICLR Papers
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