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Model Collapse: Could AI Make Us Forget How to Think?
In July 2024, researchers from Oxford, Cambridge and other universities published a study in Nature titled “AI models collapse when trained on recursively generated data“. Their findings raise a concern that could become particularly relevant for…
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Sycophancy: The Risk of Our Flattering AI
Could a Tribunal of AI Agents Help Quality? Have you ever noticed…
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MHRA Strategy 2030: Is AI Becoming Part of the Future of GMP?
The MHRA has outlined its ambitions for artificial intelligence across the medicines…
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AI in GMP: Are We Ready to Explain What We Are Doing?
From draft Annex 22 to the latest regulatory discussions, what might inspectors expect us to demonstrate about…
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The Ethics of What We Do Not Know
Can we really be responsible for consequences we cannot yet imagine? How many time a week, or…
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Are We Building the Guardrails Fast Enough?
AI is moving quickly into pharmaceutical manufacturing. But is our ability to understand and control the risks…
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Static, Adaptive, Probabilistic or Deterministic AI: What Does This Mean for GMP?
Understanding how AI models behave, why the differences matter for GMP validation, and what the evolving Annex…
