Marcus Thorne

Marcus Thorne is a Senior Systems Architect with over 12 years of experience in software engineering and LLM infrastructure. Specializing in autonomous agent scalability and API optimization, Marcus provides deep-dive technical analysis into how AI tools function under the hood. His mission is to bridge the gap between emerging AI trends and enterprise-grade stability, ensuring that 'breakout' technologies are backed by robust architecture.

DeepSeek AI Technical Analysis: Brute Force vs. Clever Architecture

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Comparison between Brute Force AI scaling and DeepSeek AI's clever architecture and efficiency.

While the Western world is obsessed with how much compute they can throw at a problem, DeepSeek AI is quietly proving that clever engineering beats brute force every single time. As a systems architect, I’ve stopped looking at “marketing benchmarks” and started looking at their paper on Multi-head Latent Attention (MLA). Is DeepSeek just a … Read more