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cover of episode 💊 AI-Developed Drugs Are Coming: AI-Accelerated Drug Discovery

💊 AI-Developed Drugs Are Coming: AI-Accelerated Drug Discovery

2025/1/24
logo of podcast AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting
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主持人1：人工智能正在彻底改变药物研发领域，它不再是遥不可及的未来，而是正在发生的现实。我们已经看到人工智能设计的药物进入临床试验阶段，这标志着医疗保健领域的一场革命。人工智能能够分析海量数据，识别有前景的药物候选者，并显著提高药物研发的效率，这将有望为许多以前无法治愈的疾病带来新的治疗方法。例如，Isomorphic Labs公司利用AlphaFold技术，正在积极研发针对癌症和神经退行性疾病等重大疾病的药物，并即将开展人体临床试验。Insilico Medicine公司也取得了显著进展，他们的人工智能设计药物已进入临床试验阶段，用于治疗特发性肺纤维化和炎症性肠病，初步结果令人鼓舞。这些进展预示着未来药物研发速度的加快和治疗效果的提升，为患者带来更多希望。 然而，我们也必须认识到，人工智能药物研发也带来了一些伦理方面的考量，例如药物的可及性问题。我们需要确保这些技术进步能够惠及所有人，避免加剧现有的医疗保健不平等。在未来，我们需要更多地关注伦理问题，确保人工智能技术能够以负责任的方式用于药物研发，造福全人类。 主持人2：人工智能在药物研发中的作用如同一位超级研究助理，它能够处理和分析远远超过人类能力范围的海量数据，从而快速识别有前景的药物候选者，并预测哪些分子最有可能对特定疾病有效。这不仅提高了药物研发的速度，更重要的是提高了效率，甚至可能帮助我们攻克以前认为无法治愈的疾病。Isomorphic Labs公司和Insilico Medicine公司分别采用了不同的方法，但都取得了令人瞩目的成就。Isomorphic Labs公司专注于利用AlphaFold技术预测蛋白质结构，而Insilico Medicine公司则采用了一种更全面的方法，在药物研发的各个阶段都使用人工智能技术。这两种方法都证明了人工智能在药物研发中的巨大潜力，未来有望彻底改变药物研发流程，为各种疾病带来新的治疗方案。 然而，我们也必须意识到，这项技术的发展也带来了一些挑战。我们需要认真思考如何确保人工智能在药物研发中的公平使用，避免加剧医疗保健资源分配的不平等。此外，还需要进一步研究人工智能模型的可靠性和可解释性，以确保其预测结果的准确性和可信度。只有在充分考虑伦理和社会影响的前提下，才能确保人工智能技术能够安全有效地应用于药物研发，最终造福全人类。

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💊 AI-Developed Drugs Are Coming:)

AI-driven platforms like DeepMind, Isomorphic Labs, and Insilico Medicine are accelerating the development of groundbreaking drugs, using machine learning to identify potential treatments faster and more efficiently than traditional methods.

  • Alphabet's subsidiary, Isomorphic Labs, is set to begin trials by the end of the year for drugs developed using artificial intelligence, as stated by a Google executive.
  • Isomorphic Labs, established in 2021, collaborates with Eli Lilly and Novartis to use its AI technology, AlphaFold, for discovering new therapies, targeting diseases like cancer and neurodegeneration.
  • Insilico Medicine, a startup, was the first to send an AI-designed drug to clinical trials in 2023, with positive results reported for its treatment of idiopathic pulmonary fibrosis and inflammatory bowel disease.

What this means: This breakthrough could dramatically reduce the time and cost required for drug discovery, leading to faster treatments for complex diseases and potentially saving countless lives. [Listen)] [2025/01/23)]

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