How Shippy's Maritime Agent Design Separates Reliability from Model Capability
Allen Institute's maritime AI agent prioritizes trust-building architecture over raw model power, offering lessons for high-stakes operational AI systems.
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Probably Raises $9M to Build AI Systems That Catch Their Own Errors
Andreessen Horowitz-backed startup Probably uses validator systems and smaller models to achieve 99.99% accuracy in AI outputs, reducing hallucination risk and token costs.