{"slug": "ai-will-transform-biopharma-and-why-the-sequence-of-change-matters", "title": "AI will transform biopharma – and why the sequence of change matters", "summary": "AI will transform biopharma unevenly, with some areas of drug discovery and development already seeing impact, according to an article by Ben Liu. The sequence of change matters as different sectors adopt AI at different paces.", "body_md": "https://t.co/ExUEonRIQI\n\nBen Liu@BenjamineYLiuArticleUneven Frontiers How AI will transform biopharma — and why the sequence of change matters AI will transform pharma, but not evenly and not all at once. Some parts of drug discovery and development are already...1:30 PM · Jun 17, 202618.9KViews55101037374343Read 5 replies", "url": "https://wpnews.pro/news/ai-will-transform-biopharma-and-why-the-sequence-of-change-matters", "canonical_source": "https://twitter.com/BenjamineYLiu/status/2067238500877959315", "published_at": "2026-06-17 17:24:58+00:00", "updated_at": "2026-06-17 17:53:47.753962+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-research", "ai-products"], "entities": ["Ben Liu"], "alternates": {"html": "https://wpnews.pro/news/ai-will-transform-biopharma-and-why-the-sequence-of-change-matters", "markdown": "https://wpnews.pro/news/ai-will-transform-biopharma-and-why-the-sequence-of-change-matters.md", "text": "https://wpnews.pro/news/ai-will-transform-biopharma-and-why-the-sequence-of-change-matters.txt", "jsonld": "https://wpnews.pro/news/ai-will-transform-biopharma-and-why-the-sequence-of-change-matters.jsonld"}}