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Building the Future Responsibly: A Software Engineer's Perspective on American AI Leadership
The AI industry is reaching an inflection point where safety and reliability determine production deployment, not raw capabilities. Companies burning through compute for marginal benchmark improvements are losing to those building trustworthy, efficient systems. Your architectural decisions today will determine whether you can actually ship AI features or face production disasters.



