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Tag: #slo1 results

Karpathy’s March of Nines: 90% Reliability Fails

Karpathy’s March of Nines: 90% Reliability Fails

Andrej Karpathy's 'March of Nines' illustrates why 90% AI reliability is insufficient for production, as each additional nine requires equal effort. In multi-step agentic workflows, failures compound exponentially, demanding 99.99% per-step success for enterprise dependability. The article outlines SLOs and nine levers like workflow graphs to achieve higher reliability.

VentureBeatMediaMar 7#reliability#agentic-workflows#slo
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Cybersecurity Must Protect Physical Reality

As industrial systems, infrastructure, robots, and AI agents gain the ability to change physical conditions, cybersecurity must protect actions and outcomes—not only data and access. The article argues that future defenses need to evaluate whether an authorized action is appropriate for the current environment, state, and safety boundaries.