Article
A new alkyl swap method enables late-stage amine modification without rebuilding complex molecules from scratch
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A model update with no code change can still be a regulated change; many change control programs miss this distinction entirely
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Writing a validation plan for an AI tool starts the same way as any instrument validation plan; it just doesn't end the same way
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Why lab managers should treat the risk matrix as one tool among many, and how combining risk assessment techniques keeps labs safer
| 5+ min read
OSHA's proposed heat illness standard could require laboratory leaders to strengthen climate control, monitoring, and worker protection
| 2 min read
New survey data shows how mental health training and manager support are associated with lower burnout and stronger workplace engagement
| 3 min read
AI systems generate and modify regulated data faster than audit trails were designed to track; FDA is now scrutinizing exactly what those trails capture
| 5+ min read
Determining when an AI tool becomes a validated system requires a risk-based, function-level assessment; FDA is now enforcing it through warning letters
| 5+ min read
A guide to training resources for lab AI and automation skills, from vendor academies to professional certifications
| 5+ min read
AI is rewriting what lab roles require: here's how to update hiring criteria and job postings to match
| 5+ min read
A practical guide for lab managers on understanding staff resistance to AI and turning legitimate concerns into productive conversations
| 5+ min read
A structured approach to a crowded, high-stakes purchase: defining requirements, weighing the criteria that matter, assessing vendors, and getting implementation right
| 5+ min read
