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Deep dive into AI-based decision-making

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Konten disediakan oleh Tony Chin. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Tony Chin atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

This episode identifies five key characteristics that differentiate human decision-making from AI-based decision-making: specificity of the search space, interpretability, size of the alternative set, decision-making speed, and replicability. They then propose three distinct organizational structures that combine human and AI decision-making: full human-to-AI delegation, hybrid human-to-AI and AI-to-human sequential decision-making, and aggregated human-AI decision-making. The authors argue that the most effective structure depends on the unique characteristics of each decision-making scenario and advocate for careful consideration of both the strengths and limitations of both human and AI decision-making processes.

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Manage episode 449559503 series 3614540
Konten disediakan oleh Tony Chin. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Tony Chin atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

This episode identifies five key characteristics that differentiate human decision-making from AI-based decision-making: specificity of the search space, interpretability, size of the alternative set, decision-making speed, and replicability. They then propose three distinct organizational structures that combine human and AI decision-making: full human-to-AI delegation, hybrid human-to-AI and AI-to-human sequential decision-making, and aggregated human-AI decision-making. The authors argue that the most effective structure depends on the unique characteristics of each decision-making scenario and advocate for careful consideration of both the strengths and limitations of both human and AI decision-making processes.

  continue reading

2 episode

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