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cuOpt

2 articles · Page 1 of 1
DataFunTalk
DataFunTalk
Nov 13, 2026 · Industry Insights

Why NVIDIA's 86.7% Accurate AI Still Can't Run Its Supply Chain Alone

NVIDIA deployed Palantir Ontology, cuOpt, and a fine-tuned Nemotron 3.5 Lightning model to automate material allocation across 1.3M-part Vera Rubin cabinets, finding that while cuOpt solves constrained optimization, only the 86.7%-accurate specialist model captures planners' contextual judgment from emails, weather, and supplier reliability.

Auto-OntologyEnterprise AINVIDIA
0 likes · 18 min read
Why NVIDIA's 86.7% Accurate AI Still Can't Run Its Supply Chain Alone
DataFunTalk
DataFunTalk
Sep 16, 2026 · Artificial Intelligence

Why NVIDIA Integrated Palantir Ontology Despite Having cuOpt: The Decision Loop

NVIDIA integrated Palantir Ontology and Nemotron into its supply chain to capture human planner decisions, creating a decision loop where a 30B MoE model trained on decision trajectories outperformed larger models by 31 percentage points on allocation accuracy, proving that decision data—not just optimization—drives AI value in complex operations.

Decision LoopLLM fine-tuningNVIDIA
0 likes · 19 min read
Why NVIDIA Integrated Palantir Ontology Despite Having cuOpt: The Decision Loop