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Why reinforcement learning is at the heart of AI solving problems

ID: eb25615a-9377-5dca-8dc1-f3c47e865351

STIX ID: report--eb25615a-9377-5dca-8dc1-f3c47e865351

Feed Name: CIO Security

Date Published: 2026-03-17

Date Updated: 2026-04-20

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The text argues that the real value in AI initiatives comes from subject-matter experts who craft reward functions for RLHF and from building high-fidelity simulators or digital twins where models can safely practice; as models commoditize, the competitive moat shifts to proprietary domain rules and the infrastructure (simulators) executives should prioritize.

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