In-Sync with Speciale July Edition

Gen AI?

• Sycophancy to subterfuge: Investigating reward tampering in language models - https://www.anthropic.com/research/reward-tampering?
• What Is DSPy? How It Works, Use Cases, and Resources - https://www.datacamp.com/blog/dspy-introduction?
• AI and Data Extraction for Business Benefits - https://datafloq.com/read/ai-and-data-extraction-for-business-benefits/#google_vignette?
• A Comprehensive Guide to Convolutional Neural Networks - https://medium.com/@maryam-sikander/a-comprehensive-guide-to-convolutional-neural-networks-ad850c578d45?
• What Is FAISS (Facebook AI Similarity Search)? - https://www.datacamp.com/blog/faiss-facebook-ai-similarity-search?

What are we listening - How Roblox Uses Generative AI to Enhance User Experience - The AI Podcast by Noah Kravitz https://soundcloud.com/theaipodcast/anumpam-singh-roblox?

What are we reading - Institutional Efforts to Help Academic Researchers Implement Generative AI in Research by Jing Liu and H. V. Jagadish. https://hdsr.mitpress.mit.edu/pub/1klv4t3q/release/3?

Drug Discovery

• Drug Repurposing: A New Life for Old Drugs - https://blog.drugbank.com/drug-repurposing-a-new-life-for-old-drugs/??
• From high throughput screening to AI: the quest to transform pharmaceutical R&D - https://medium.com/kurma-partners/from-high-throughput-screening-to-ai-the-quest-to-transform-pharmaceutical-r-d-f5c4c21e9f7d?
• YAP represses the TEAD–NF-κB complex and inhibits the growth of clear cell renal cell carcinoma - https://www.science.org/doi/10.1126/scisignal.adk0231
• RNA Vaccines For Cancer - https://www.science.org/content/blog-post/rna-vaccines-cancer?
• Supercharging QSP with a Comprehensive View of the Drug Development Process - https://www.verisimlife.com/publications-blog/supercharging-qsp-with-a-comprehensive-view-of-the-drug-development-process?

What are we listening - How Real Time Titer Measurement and Monitoring is Advancing Bioproduction across multiple Applications by Cell Culture Dish Podcasts https://open.spotify.com/episode/1a6dn9JJLvr7hlY8iVn9sd???

What are we reading - Computational Methods in Drug Discovery by Gregory Sliwoski, Sandeepkumar Kothiwale, Jens Meiler et. al. https://pharmrev.aspetjournals.org/content/66/1/334.short?