Why Your Frontier AI Models Are Garbage (And the Zero-Overhead AGI Benchmark I Built to Prove It)

I am the Founder & CEO of AGI Systems Directorate. Full-stack AI builder engineering next-generation multimodal architectures like AETERNA-VOX-OMNI and VELOCITY_NOVA_PRIME. I build AI systems for production, not for theoretical papers. While the industry scales via expensive GPU bloat, I focus on ruthless hardware optimization. I handle every stage of the AI project cycle from problem scoping to deployment and beyond. "Theory is cheap. Deployment is reality."