Artificial Intelligence

AI Beats Back Bad Batches

AI Beats Back Bad Batches

Outsourced Pharma, September 21, 2023

I induce the estimable Professor Tinglong Dai of Johns Hopkins University, an acclaimed AI specialist in the field of supply chain, to laugh aloud a few moments into our conversation.

Weighing the AI Threat By Incident Reports

Weighing the AI Threat By Incident Reports

Information Week, September 20, 2023

The AI Incident Database chronicles over 2,000 incidents of AI causing harm. It’s a gulp-worthy number that ominously continues to grow. But the devil is in the details and a mere count does not provide sufficient detail in degrees of harm or malevolent intent. Pretending AI is safe is sheer folly but imagining it the bringer of doom is equally foolish. To get a more realistic read on the damage AI has caused and is likely to cause, here’s a hard look at reported incidents in the real world.

AI, The Ghost In The Outsourcing Machine

AI, The Ghost In The Outsourcing Machine

Outsourced Pharma, September 18, 2023

It’s time to get real about artificial intelligence applied to our drug development and manufacturing outsourcing milieu – practical supply-chain enhancements from AI-generated insights that can be implemented right now.

The Role of Artificial Intelligence in Managing Postpandemic Supply-Chain Risks

The Role of Artificial Intelligence in Managing Postpandemic Supply-Chain Risks

BioProcess International, August 17, 2023

In May 2023, the World Health Organization (WHO) declared an end to the COVID-19 pandemic (1). Despite that announcement, fallout from the pandemic continues to reverberate through global supply chains, exposing their opacity and fragility and catalyzing their transformation. Geopolitical issues, such as Russia’s invasion of Ukraine and rising tensions between the United States and China, have shaped supply-chain transformation, resulting in what I call a “supply-chain iron curtain” that is poised to complicate international trade (2).

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