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TypeSafe describes itself as an AI lab building machine-native intelligence infrastructure for automation, designed to make decisions within software. It is led by CEO Diogo Almeida, who co-invented RLHF and InstructGPT, with COO Sasha Sheng (previously Meta FAIR) and CTO Erik Gafni. Its models are trained with RLCD, which the lab defines as reinforcement learning for calibrated decisions, so they return typed answers and probabilities rather than generated text.