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A complex 3D diagram showing a small step from 0 to 90% and a massive, mountain-like incline from 90
Tech Frontline

Beyond the 90%: Karpathy and Industry Leaders Tackle the ‘March of Nines’ in AI Production

Andrej Karpathy’s 'March of Nines' concept warns that the distance between 90% AI reliability and production-grade software is an exponential engineering challenge. Industry leaders like LangChain’s CEO are advocating for 'harness engineering' and ontological guardrails (such as FIBO) to stabilize AI agents and overcome the production bottleneck.

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