Forensic case studies with ROI frameworks, implementation playbooks, and strategic lessons from industry leaders.
Coding Vaccines: mRNA as Software
How Moderna used AI to treat mRNA vaccines like software code, achieving unprecedented speed from sequence to clinical trial and establishing a new paradigm for vaccine development.
Strategic Thesis
mRNA as a programmable platform transforms vaccine development from chemistry to information science—design, test, iterate at software speeds.
AlphaFold: Solving Protein Folding
How DeepMind's AlphaFold solved the 50-year protein folding problem, predicting 3D structures of 200M+ proteins and earning the Nobel Prize in Chemistry.
Strategic Thesis
AI as scientific breakthrough tool: problems deemed "unsolvable" become tractable when reformulated as pattern recognition at scale.
AI Drug Design: End-to-End Discovery
How Insilico achieved Phase 1 clinical trials in 18 months at $150k cost, demonstrating the power of end-to-end AI drug discovery from target identification to candidate optimization.
Strategic Thesis
Generative AI compresses drug discovery timelines by orders of magnitude, making previously uneconomical therapeutic targets viable.
BCI: Brain-Computer Interface
How Neuralink is merging AI with neuroscience to create direct neural communication, enabling paralyzed patients to control devices with thought alone.
Strategic Thesis
Brain-computer interfaces represent the ultimate human-AI collaboration: AI decoding neural signals in real-time to restore and augment human capabilities.
Beauty Tech: AI-Powered Personalization
How L'Oréal transformed from a cosmetics company into a beauty tech platform, using AI for skin analysis, virtual try-on, and hyper-personalized product recommendations.
Strategic Thesis
Personalization at scale transforms beauty from mass-market guessing to precision matching—every customer gets their optimal product.