認知コンピューティング
コンピューター化されたモデルで人間の思考プロセスをシミュレートするAIのサブセットで、人間の助けなしに複雑な問題を解決することを目的としています。
Definition
Encompasses systems (e.g., IBM Watson) that use NLP, machine learning, and reasoning to interpret unstructured data, learn over time, and provide evidence-based recommendations. Cognitive computing workloads require robust validation, transparent reasoning chains, and continuous updating to avoid drifting from real-world knowledge.
Real-World Example
A healthcare provider uses a cognitive computing platform that reads medical journals, patient records, and clinical guidelines to suggest personalized treatment plans—presenting supporting evidence citations so clinicians can verify each recommendation.
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