<p>In this episode, Vishnu and Alex reflect on Wisecube’s 8-year journey and over 15 years of experience in AI and NLP. They discuss pioneering search engines using TF-IDF to build knowledge graphs (Orpheus), addressing LLM reliability with Pythia, exploring key milestones in AI development, and the evolution of NLP. Topics include the Eliza effect, real-world healthcare and research applications, CAC, drug discovery, and Wisecube&#39;s recent acquisition by John Snow Labs. They explore the future of NLP and AI in healthcare.</p><p>Alex Thomas&#39;s book, &quot;𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗦𝗽𝗮𝗿𝗸 𝗡𝗟𝗣: 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘁𝗼 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗧𝗲𝘅𝘁 𝗮𝘁 𝗦𝗰𝗮𝗹𝗲&quot;: https://www.amazon.com/Natural-Language-Processing-Spark-NLP/dp/1492047767 </p><p><br></p><p>Timestamps </p><p>00:00 Introduction and Personal Notes </p><p>01:13 Wisecube is Now Part of John Snow Labs! </p><p>02:15 History and Evolution of NLP </p><p>03:27 Early Search Engine Projects </p><p>07:55 CAC (Computer-Aided Coding) Healthcare Project </p><p>18:05 Drug Discovery Research </p><p>28:12 Knowledge Graphs and Orpheus/Pythia Projects </p><p>35:51 Future Outlook and Conclusion </p><p><br></p><p>Available on: </p><p>• ⁠<a href="https://youtube.com/@WisecubeAI/podcasts" target="_blank" rel="ugc noopener noreferrer">⁠⁠YouTube⁠⁠</a>⁠: https://youtube.com/@WisecubeAI/podcasts</p><p>• ⁠<a href="https://podcasts.apple.com/us/podcast/gradient-descent-podcast-about-ai-and-data/id1801323847" target="_blank" rel="ugc noopener noreferrer">⁠⁠Apple Podcast⁠⁠</a>⁠: https://apple.co/4kPMxZf</p><p>• ⁠<a href="https://open.spotify.com/show/1nG58pwg2Dv6oAhCTzab55" target="_blank" rel="ugc noopener noreferrer">⁠⁠Spotify⁠⁠</a>⁠: https://open.spotify.com/show/1nG58pwg2Dv6oAhCTzab55</p><p>• ⁠<a href="https://music.amazon.com/podcasts/79f6ed45-ef49-4919-bebc-e746e0afe94c/gradient-descent---podcast-about-ai-and-data" target="_blank" rel="ugc noopener noreferrer">⁠⁠Amazon Music⁠⁠</a>⁠: https://bit.ly/4izpdO2</p><p><br></p><p>Follow us: </p><p>- <a href="https://www.johnsnowlabs.com/?utm_source=acquisition&utm_medium=link&utm_campaign=wisecube" target="_blank" rel="ugc noopener noreferrer">John Snow Labs</a>: https://www.johnsnowlabs.com/?utm_source=acquisition&amp;utm_medium=link&amp;utm_campaign=wisecube </p><p>- <a href="https://www.linkedin.com/company/wisecube/" target="_blank" rel="ugc noopener noreferrer">LinkedIn</a>: https://www.linkedin.com/company/wisecube/ </p><p><br></p><p><br></p><p>#AI #NLP #LLM #MachineLearning #KnowledgeGraphs #ArtificialIntelligence #DataScience #HealthcareAI #StartupJourney #AIResearch #DrugDiscovery #NaturalLanguageProcessing</p>