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    <loc>https://idalab.de/seminars/target-disease-model-is-dead-matthias-schoenermark</loc>
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    <lastmod>2026-02-11</lastmod>
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      <image:title>Events - The Target-Disease Model Is Dead. AI Can’t Fix It — Yet - Mach es besonders</image:title>
      <image:caption>Prof. Dr. Matthias P. Schönermark Chief Strategy Officer Kintiga</image:caption>
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    <loc>https://idalab.de/seminars/ai-foundation-models-in-medical-imaging</loc>
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    <lastmod>2026-02-11</lastmod>
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      <image:caption>Prof. Katy Börner Victor H. Yngve Distinguished Professor of Engineering and Information Science, Indiana University</image:caption>
    </image:image>
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    <loc>https://idalab.de/seminars/ai-in-synthetic-biology-engineering-tomorrows-molecules-drugs-crops</loc>
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    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:caption>Prof. Katy Börner Victor H. Yngve Distinguished Professor of Engineering and Information Science, Indiana University</image:caption>
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    <loc>https://idalab.de/seminars/mapping-the-body-human-reference-atlas</loc>
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    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:title>Events - Mapping the Body for Precision Health: The Human Reference Atlas - Mach es besonders</image:title>
      <image:caption>Prof. Katy Börner Victor H. Yngve Distinguished Professor of Engineering and Information Science, Indiana University</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/causal-ai-is-transforming-the-pharma-business-model-ks3xs-x9m64</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:title>Events - Artificial intelligence in pharma: between hype, hope, and fear - Mach es besonders</image:title>
      <image:caption>Louise von Stechow, PhD Consultant, The Healthonauts Keynote Speaker, Zukunftsinstitut</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/navigating-drug-development-multi-omics-data-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/a0846fec-9373-45fe-85c0-c6f6d3473dea/Seminar_Thore_Website.png</image:loc>
      <image:title>Events - Navigating drug development with human multi-omics data and AI - Mach es besonders</image:title>
      <image:caption>Thore Buergel, PhD Co-founder and CEO, Pheiron</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/causal-ai-is-transforming-the-pharma-business-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
    <image:image>
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      <image:title>Events - Causal AI is transforming the Pharma Business Model - Mach es besonders</image:title>
      <image:caption>Dr. Marco Schmidt Chief Scientific Officer, biotx.ai</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/how-breath-biomarkers-reveal-disease-deeptech-founder</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/909aecf9-da18-477f-976c-ba164e672ad3/Sven+Jungmann+content.png</image:loc>
      <image:title>Events - How Breath Biomarkers Reveal Disease: A Deeptech Founder’s Journey - Mach es besonders</image:title>
      <image:caption>Dr. Sven Jungmann Founder &amp; CEO, Halitus</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/secure-innovation-with-generative-ai-for-healthcare-and-life-science-on-google-cloud-platform</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/0bfab884-f374-485a-830c-d14b23cb4bd8/Enlarged+speaker+photo.png</image:loc>
      <image:title>Events - Secure Innovation With Generative AI in Life Science and Healthcare on the Google Cloud Platform - Mach es besonders</image:title>
      <image:caption>Reuben Honigwachs Customer Engineer at Google Cloud</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/philipp-hacker-regulating-generative-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:title>Events - How (not) to regulate ChatGPT: The Future of the AI Act - Mach es besonders</image:title>
      <image:caption>Prof. Philipp Hacker, LL.M. (Yale) Professor for Law and Ethics of the Digital Society, Europa-Universität Viadrina Frankfurt (Oder)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/ralf-banisch-challenges-digital-pathology</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/aa405e7a-9903-445c-aa41-e62174d01b01/image_ralf.jpg</image:loc>
      <image:title>Events - Challenges for AI-enabled Cancer Diagnostics in Digital Pathology - Mach es besonders</image:title>
      <image:caption>Dr. Ralf Banisch Senior Data Scientist, Mindpeak</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/stay-tuned-for-our-next-idalab-seminar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1682609086466-XIYLCYX4IP88087M4JV4/319030637+with+credit.JPG</image:loc>
      <image:title>Events - Stay tuned for our next idalab Seminar - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/seminars/emily-jordan-leveraging-ai-for-health-equity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/3c5a4c59-4d28-4e15-908b-b30132d00b67/emily-jordan-speaker-idalab-seminar.png</image:loc>
      <image:title>Events - Leveraging AI for health equity: Why diversity in research is a matter of life and death - Mach es besonders</image:title>
      <image:caption>Emily Jordan, PhD Co-founder and former COO of Ancora.ai</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-11-07</lastmod>
  </url>
  <url>
    <loc>https://idalab.de/insights/ai-innovation-in-healthcare-interivew-john-tremblay</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/8b90dfb7-6c29-4f88-8de2-d881d02b2435/Interview_John+Tremblay_Website.png</image:loc>
      <image:title>Insights - “I see a clear three-step pattern emerging for successful adoption of AI in healthcare diagnostics” - Mach es besonders</image:title>
      <image:caption>John Tremblay Digital Health Consultant and Angel Investor, Healthy Context</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/multimodal-ai-for-drug-discovery-thore-buergel</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/a0846fec-9373-45fe-85c0-c6f6d3473dea/Seminar_Thore_Website.png</image:loc>
      <image:title>Insights - “We are moving toward a world where the odds in drug discovery can be flipped” - Mach es besonders</image:title>
      <image:caption>Thore Buergel, PhD Co-Founder and CEO Pheiron</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1753706744593-DXWOEBT6J7PQIH95W3EC/Pheiron_GPS.jpg</image:loc>
      <image:title>Insights - “We are moving toward a world where the odds in drug discovery can be flipped” - Mach es besonders</image:title>
      <image:caption>Buergel, T.M. and Steinfeldt, J., 2024. The GPS for drug development: navigating with evidence from human populations. Trends in Biotechnology, 42(8), pp.1064-1065.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/generative-ai-at-the-gate-impressions-from-the-world-epa-congress-2025</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-05-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/3a691d42-ad3e-4492-9451-add260907cf6/EPA25-GENERATIVE-AI-GATE-standfirst.png</image:loc>
      <image:title>Insights - Generative AI at the Gate: Impressions from the World EPA Congress 2025 - Make it stand out</image:title>
      <image:caption>World EPA Congress 2025, Amsterdam</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/under-the-hood-5-practical-lessons-from-developing-large-language-model-applications-for-drug-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-11-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/b8e5fcc1-fadb-4bcb-bbc6-a75c7896b08b/Mixing+console.png</image:loc>
      <image:title>Insights - Under the hood: 5 practical lessons from developing Large Language Model Applications for Drug Discovery - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/ca15dfbc-f78f-42ed-a005-a77b61af7b20/Piano.png</image:loc>
      <image:title>Insights - Under the hood: 5 practical lessons from developing Large Language Model Applications for Drug Discovery - Getting LLM applications to work in practice is an art and a science: understanding the biological and industry context is key to success</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/how-large-language-models-excavate-crucial-information-to-scale-drug-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-11-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/f96a2ab0-2f62-41e7-ae07-cdcc4c9912ed/How+LLMs+can+bridge+knowledge+gaps.png</image:loc>
      <image:title>Insights - From the Depths of Literature: How Large Language Models Excavate Crucial Information to Scale Drug Discovery - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/24306fc0-c294-41d5-a25d-3c129d7b05a2/LLMs+for+target+screening.png</image:loc>
      <image:title>Insights - From the Depths of Literature: How Large Language Models Excavate Crucial Information to Scale Drug Discovery - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/no-nonsense-how-chatgpt-technology-helps-biotechs-find-better-drug-targets-faster</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/d96a1a73-e794-45df-88ef-1e2b40055a63/LLM-TARGET-PRIORITIZATION+title+image.png</image:loc>
      <image:title>Insights - No-nonsense: How ChatGPT-Technology helps Biotechs find better Drug Targets faster - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/f7663c0a-b78b-4e52-8aa8-b938bb9276f8/LLM-TARGET-PRIORITIZATION+keyquote.png</image:loc>
      <image:title>Insights - No-nonsense: How ChatGPT-Technology helps Biotechs find better Drug Targets faster - By helping scientists triage potential targets much faster, and discover novel types of opportunities, implementing LLMs into biotech’s discovery engine can become a source of true competitive advantage.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/8d9678a1-2e80-4ad9-b2c1-a9897a488dc4/LLM-TARGET-PRIORITIZATION+example.png</image:loc>
      <image:title>Insights - No-nonsense: How ChatGPT-Technology helps Biotechs find better Drug Targets faster - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/data-management-for-early-stage-biotechs-how-to-get-started-on-the-right-path</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-10-01</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/745bcf19-ddcc-4040-81f2-7e22ed2391c8/BIOTECH-DATAMANAGEMENT-STRATEGIES-Title-image.png</image:loc>
      <image:title>Insights - Data management for early-stage biotechs: how to get started on the right path - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/8ed82d5f-a9d5-4897-8d45-119702db9cab/BIOTECH-DATAMANAGEMENT-STRATEGIES-Intermediate-image-1.png</image:loc>
      <image:title>Insights - Data management for early-stage biotechs: how to get started on the right path - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/5349f7db-6486-4396-8607-79832136b0b0/assay_ingestion_pipeline.png</image:loc>
      <image:title>Insights - Data management for early-stage biotechs: how to get started on the right path - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/why-science-focused-biotechs-should-be-early-adopters-of-cloud-computing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-10-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1d005ce0-c1c9-43e7-aca8-532f34d97214/BIOTECH-CLOUD-Title-image.png</image:loc>
      <image:title>Insights - Why science-focused biotechs should be early adopters of cloud computing</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/d2780992-b4d1-4096-b288-f255a855bf12/BIOTECH+CLOUD+Intermediate+image+2.jpg</image:loc>
      <image:title>Insights - Why science-focused biotechs should be early adopters of cloud computing - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/5396c866-ffe9-4620-84ce-fe13feec63a0/BIOTECH+CLOUD+Intermediate+image+1.png</image:loc>
      <image:title>Insights - Why science-focused biotechs should be early adopters of cloud computing - The benefits of cloud computing are not limited to being a lower-maintenance, more modern IT.  Managed services can actually be a major enabler for successful R&amp;D, in three key ways.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/a16b83b0-2ace-4456-8fe3-6e1088c19758/BIOTECH+CLOUD+Intermediate+image+3.jpg</image:loc>
      <image:title>Insights - Why science-focused biotechs should be early adopters of cloud computing - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/open-goals-will-alphafold2s-open-science-usher-in-a-drug-discovery-revolution</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-07-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675767604793-QO0HCDSQ4RMMJP4EIH94/jenga_1.jpeg</image:loc>
      <image:title>Insights - Open goals: will AlphaFold2’s ‘open science’ usher in a drug discovery revolution? - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/81426877-3967-4952-a53e-d0e7e4512466/jenga_3.jpeg</image:loc>
      <image:title>Insights - Open goals: will AlphaFold2’s ‘open science’ usher in a drug discovery revolution? - The technology can certainly be of help at the early stages of drug discovery until lead generation, giving us structures of proteins that have not yet been experimentally derived.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/data-science-in-agriculture-robert-berendes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-10-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675765971745-AU271UES0BXV7MV2AV04/Screenshot-2021-09-21-at-13.08.34.png</image:loc>
      <image:title>Insights - 'We are just starting to see the full spectrum of data science applications in agriculture'</image:title>
      <image:caption>Robert Berendes: ‘Data science could take agricultural research processes that need six to eight years and reduce them to months or even weeks’</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675765971749-6EQ18M3138NT8BASKFL5/AdobeStock_247394671-1024x575.jpeg</image:loc>
      <image:title>Insights - 'We are just starting to see the full spectrum of data science applications in agriculture'</image:title>
      <image:caption>Machine manufacturers have the best access to data from the field, because their systems can automatically record it, but they have made few partnerships with seed manufacturers to share that data</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/how-misleading-metaphors-for-artificial-intelligence-lead-us-astray-and-what-to-do-about-it</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/c341bf39-fcfd-4a7b-aacf-41bea76c6510/bridge_to_far.jpg</image:loc>
      <image:title>Insights - How misleading metaphors for ‘artificial intelligence’ lead us astray – and what to do about it - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675766510070-UECZYVOW8GOCPC1E5XEL/D465DF-1-e1629289107786-1024x804.jpg</image:loc>
      <image:title>Insights - How misleading metaphors for ‘artificial intelligence’ lead us astray – and what to do about it</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675766510551-VS0P8MF0MHT94UKWO048/iStock-181732694-1024x683.jpg</image:loc>
      <image:title>Insights - How misleading metaphors for ‘artificial intelligence’ lead us astray – and what to do about it - Where do AI's most commonly used metaphors stand on a scale from dangerously deceitful to essentially accurate?</image:title>
      <image:caption>Good metaphors can bridge the gap between the familiar and the new – but even the best have unintended connotations.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/how-to-find-use-case-opportunities-for-artificial-intelligence</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675768054230-S01K4MFZODSZANDJPWRD/post_it.jpg</image:loc>
      <image:title>Insights - Beyond post-its: how to identify worthwhile applications for AI - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/7efbdd49-6046-41ff-8978-b6cfb4f03aaa/post_it_2.jpg</image:loc>
      <image:title>Insights - Beyond post-its: how to identify worthwhile applications for AI - Ask the wide-open question "what can AI do for us?" and you'll be distracted - and possibly seduced - by non-essential possibilities.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/c336922b-5676-45f2-93ab-186ba9bd0971/post_it_1.jpg</image:loc>
      <image:title>Insights - Beyond post-its: how to identify worthwhile applications for AI</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/into-the-unknown-the-quest-to-target-the-undruggable-proteome</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-10-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675767582337-MQ4W362D5FHCEBADP3G7/River.jpeg</image:loc>
      <image:title>Insights - Into the unknown: biotech’s quest to target the 'undruggable' proteome - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/65cfb084-9c28-4f05-b9c2-56af505fd5e2/moss.jpg</image:loc>
      <image:title>Insights - Into the unknown: biotech’s quest to target the 'undruggable' proteome - The race to harness the full scope of the proteome as drug targets is heating up</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/how-to-think-about-artificial-intelligence-applications-like-a-designer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/f781e8f0-0d96-4bc8-b032-b57659a1bbfa/toolkit.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/61a6274a-492e-4054-bb7b-19c7c6c04ff9/hammer.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - AI-enabled solutions are hard to envision. The familiar tactics for rapid prototyping to validate, invalidate and iterate a potential solution are not so effective in an area where the core is so abstract. And this makes it hard to even talk about them.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/cfa61352-ceaa-4fdb-b471-4f0e568296ae/AI+thinking+designer+-+Step+1+Getting+the+big+picture+into+view.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/57028e20-c051-4970-a7e3-0af152e20461/AI+thinking+designer+-+Step+2+Put+some+structure+on+it.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/55dfba4c-426f-44ca-8f07-24b05630e1e2/AI+thinking+designer+-+Step+3+From+clusters+to+levers.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/4495a509-cc8c-4e2a-8c2d-8597b51556ba/AI+thinking+designer+-+Step+4+Pulling+the+levers.jpg</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/f88b2788-07aa-438e-8c69-c73ca195ad2c/Screenshot+2023-07-05+at+14.53.15.png</image:loc>
      <image:title>Insights - How to think about artificial intelligence applications like a designer: a case study - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/alphafold-from-accuracy-to-application</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675767752803-DZ5NIIEAPHSAOF3PCFBX/domino.jpeg</image:loc>
      <image:title>Insights - AlphaFold: from accuracy to application? - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://idalab.de/insights/early-stopping-how-to-avoid-the-ai-proof-of-concept-trap</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-01-31</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/1675768118760-JU341PSQCUS3K6XNXSJ1/diamond.jpg</image:loc>
      <image:title>Insights - Early stopping: how to avoid the AI proof-of-concept trap - Mach es besonders</image:title>
      <image:caption>Was auch immer es ist – die Art und Weise, wie du deine Geschichte online vermittelst, kann einen gewaltigen Unterschied ausmachen.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/c23f8c9e-d6f7-4e5e-be4e-dda4eb1a6d77/diamonds_2.jpg</image:loc>
      <image:title>Insights - Early stopping: how to avoid the AI proof-of-concept trap</image:title>
      <image:caption>Be rigorous and ruthless in your assessment of any potential PoC candidate</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/62c1f410-fb5e-4072-ac56-775e960357da/diamonds_3.jpg</image:loc>
      <image:title>Insights - Early stopping: how to avoid the AI proof-of-concept trap</image:title>
      <image:caption>Only the very best ideas should advance to PoC testing</image:caption>
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    <loc>https://idalab.de/team</loc>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/75024f96-6cce-4c00-8d9d-79604f290bc8/2021-patriciahaas-idalab-raffael.jpg</image:loc>
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    <lastmod>2023-02-16</lastmod>
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    <loc>https://idalab.de/contact</loc>
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    <loc>https://idalab.de/imprint</loc>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/2e1f3097-1253-4da3-b400-7227f5f1e7b6/Jonathan.png</image:loc>
      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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    <image:image>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
    </image:image>
    <image:image>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
    </image:image>
    <image:image>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/63c7b985edcd6c13a198ca60/027f0824-9885-4040-8596-76a4ff87e9c6/data.jpg</image:loc>
      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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      <image:title>idalab | Artificial Intelligence for Biotech, Pharma and Medtech</image:title>
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