Obstruction of Capability Development
能力發展機會受阻
Continuous Validation
Risk Description
When members of an organization become accustomed to completing analysis and writing with the system, gradually losing experience in handling complex problems independently; due to unmitigated control gaps, when confronted with a novel problem the system cannot address, the team lacks internal capability to fall back on, triggering compliance exposure and operational reputational costs.
Framework Mappings
EU AI ActArt.14
NIST AI 600-1Human-AI Configuration
NIST AI RMFGOVERN 3.2
ISO/IEC 42005影響評估流程
ISO/IEC 5338持續確效
MIT AI Risk RepositoryDomain 5
Risk Treatment & Implementation Guidance
Set AI-assistance boundaries, reserving complex tasks for independent human completion to sustain capability development; Protect the accumulation of independent problem-solving experience in talent development; Keep human-led paths for novel problems to avoid hollowing internal capability