FDA Compliance
Industrial robots don’t just shape pay today. Research from Pinar Yildirim, a Wharton professor of economics and marketing, shows they also make workers less likely to move into higher-paying occupations, cutting expected lifetime earnings.
“Workers aren’t necessarily losing their…
Hospitals continue to face increasing financial uncertainty as healthcare reimbursement rates shift and margins tighten.
Medicare reimbursed hospitals at just 83 cents on the dollar in 2024, driving more than $100 billion in underpayments. At the same time, rising labor, supply,…
Chemical manufacturing employs roughly 500,000 people in the United States. According to the Bureau of Labor Statistics, workers in that sector noted a total recordable incident rate of 4.2 in 2024, compared to the all-industry average of 3.2. That’s a 32% gap, and it has resisted decades of…
A CAPA investigator opens an AI-enabled quality management system and asks for potential root causes. The system produces several plausible explanations, summarizes similar historical events, and recommends corrective actions. The investigator reviews the suggestions, selects one, and closes the…
The U.S. Food and Drug Administration’s April 2, 2026, warning letter to Purolea Cosmetics Lab is making the rounds, mostly under some version of “FDA cracks down on AI in manufacturing.”
That’s the wrong way to read this. If you build medical devices, treating this issue as an AI…
MIT launched a new initiative—titled Science Is Curiosity on a Mission—to make the case for the long-horizon, curiosity-driven science that has powered generations of American innovation. Through stories of scientists pursuing open-ended questions, the project highlights how fundamental…