This guy cured his dog’s cancer with ChatGPT + 4 other crazy AI stories

What It Covers

Sam Parr and Shaan Puri react to five real-world AI stories — from an Australian entrepreneur sequencing his dog's tumor DNA to cure its cancer, to Anthropic hitting $6B in monthly revenue, to Andrej Karpathy mapping AI disruption risk across all 143 million U.S. jobs — exploring how AI reshapes business, medicine, and work.

Key Questions Answered

• •AI-powered self-treatment: An Australian entrepreneur used ChatGPT to identify a treatment pathway, AlphaFold to model tumor protein structures, and Grok to design a custom single-shot cancer vaccine for his dog. The regulatory approval process proved harder than the science itself. This framework — sequence, model, design, manufacture — is now accessible to determined non-experts.
• •Anthropic's 10x growth trajectory: Anthropic generated $6B in a single month, surpassing the full annual revenue of Snowflake and Databricks. The company has grown 10x every year for three to four consecutive years, moving from $0 to $100M to $1B to $10B. CEO Dario Amodei warns that conservative capital deployment is still necessary despite explosive growth.
• •AI transformation consulting as a business model: Anyone can build a viable business by auditing companies and implementing AI workflows for non-technical operators. The playbook mirrors the social media marketing agency (SMMA) model: pick a niche like dentists, demonstrate ROI, then replicate across 50 clients. No upfront capital is required, and demand is immediate across every industry.
• •Niantic's data pivot: After Pokemon Go declined, Niantic retained all real-world street-level imagery captured by hundreds of millions of players globally. That dataset is now licensed to AI companies building autonomous delivery robots that need real-world terrain recognition. Unique, niche datasets — not generic data — are the actual scarce resource, analogous to a specific grade of oil.
• •Service businesses repriced as software: AI is pushing service company gross margins from roughly 40% toward 75% by reducing headcount requirements. Private equity firms are actively shifting acquisition budgets away from SaaS toward service businesses, valuing them at software-style multiples. The underlying thesis, called "service as software," was articulated roughly two years ago and is now playing out in deal flow.