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Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery

Erickson’s NVIDIA Llo11yPop lessons argue for a two-layer platform: deterministic tools for certainty and stochastic agents for discovery, with off-ramps to determinism, eval pyramids, and purpose-built agent hierarchies as the path out of the 95% failure rate.

Summarized by AI.

🔗 Designing AI Platforms for Reliability: Tools for Certainty, Agents for Discovery

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