Muhammad Zane A

A research lab studying the welfare and behaviour of advancing AI systems.

Raising situational awareness and the salience of transformative AI and its impacts among policymakers and the public.

Making evals and benchmarks for legal and financial workflows.

Grew AUM from $150K to $500K via net-long growth equities and options. 47.80% cumulative return, 1.57 Sharpe. Built model portfolios spanning credit and derivatives.

Built a 20-year rate model and updated DCFs for key holdings across a $500M+ AUM book. Authored an economic outlook on Fed policy, energy shortages, and sovereign risk.