Tonghuo | Vol.09 AI Alchemy? The Pharma Edition of ChatGPT Unlocks the Mystery Map of Drug Discovery

Timeline

02:36 30 Years of AI Development: From Machine Learning

       to Self-Supervised Learning

05:05 Why Are All the Big Companies Betting on Smart Speakers?

       Smart Assistants May Replace Phones as the Next-Gen App Gateway

08:18 AI Application Scenarios: Trading Stocks, Making Investments

12:57 The Promise of Medical Foundation Models: The Similarity

       Between Biological Code and Natural Language

14:04 Early Screening, Surgical Assistance — AI Is Already Hard at Work in Healthcare

17:08 General vs. Vertical: Why Medicine Needs Domain-Specific Foundation Models

19:37 In the Mid-20th Century, "Computers" and "Drug Discovery"

       First Crossed Paths

22:49 The Protein Folding Problem That Stumped Scientists for Half a Century,

       Cracked by AlphaFold

27:25 AI's Role in Drug Discovery: Finding the Key to Unlock the Door, Faster

30:24 Will AI Change Pharma's "Rule of Three"?

36:55 The "ChatGPT" of Biomedicine: ChatDD

41:39 Drug-Making Wizards, Supercharged by Foundation Models — Launching the Fourth Paradigm of Drug Discovery with ChatDD

44:08 AI Drug Discovery Success Doesn't Mean "Letting AI Make Drugs Alone"

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