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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