Mass production of COVID vaccines — Medically Necessary
Medically Necessary is a FreightWaves podcast about the health care supply chain — how we get drugs, devices and medical supplies to medical providers and patients.
The INFORMS Analytics+ Conference showcased how companies are turning advanced analytics and AI into measurable operational results
Museums take this educational role seriously, and many institutions understand the need to sustain and broaden their appeal. “They used to be these big ivory towers of knowledge and history and thought and art,” said Hilary Knight, director of Change& in London and former director of digital at Tate. “Museums themselves are changing their role to be centers for discussion and encounter and to be much more participatory.”
'Ghost ships' are vessels that disappear from public tracking systems, their location manipulated or their digital record misleading. An estimated 65% of outbound tankers crossing the Strait of Hormuz operate in dark mode, reducing visibility and increasing supply chain uncertainty. Misinformation in vessel tracking can cause manufacturing delays, compliance risks and financial losses. Layered verification processes, combining AIS data with other sources and escalation triggers for handling uncertain shipments, can help mitigate risk.
An audio journey of how data and analytics save lives, save money and solve problems.

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Medically Necessary is a FreightWaves podcast about the health care supply chain — how we get drugs, devices and medical supplies to medical providers and patients.
There aren’t enough chips to go around. The ongoing global semiconductor shortagemeans the difficulty of buying a PlayStation 5, Xbox Series X, or high-end GPU from companies like Nvidia or AMD could go on for months — if not for the rest of 2021.
The 2020 LinkedIn U.S. Emerging Jobs Reportidentified the top 15 jobs over the previous five years and emphasized that “artificial intelligence and data science roles continue to proliferate across nearly every industry.” Artificial intelligence specialist (No. 1) showed 74% annual growth, and data scientist (No. 3) and data engineer (No. 8) followed with 37% and 33% annual growth.
Walgreens has inoculated hundreds of thousands of Americans against COVID-19 this year using the vaccine developed by Pfizer and Germany’s BioNTech. But the pharmacy chain has not been following guidance from federal health officials about the timing of second doses.
DETROIT — After a year of getting hammered by the pandemic, a semiconductor shortage and storms that snarled Dana Inc.’s global supply chain, the supplier is reaching for a new playbook.

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