PERSON DIRECTORY
Molly O'Shea
Host of Sourcery. Molly O'Shea appears in 33 indexed conversations across Sourcery. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
From $18B to $300B: How Nikesh Arora Rebuilt Palo Alto Networks
AI is compressing zero-day remediation from 55 days to Palo Alto Networks’ four-hour patch delivery, forcing infrastructure modernization.Mythos has moved cybersecurity to the CEO agenda, directing demand toward existing partners and structurally favoring incumbents.Arora sees cybersecurity’s SaaSpocalypse as over, but expects markets to become more discerning in roughly two years as perfect-execution pricing meets stumbles.
Inside AppLovin’s $100B Ad Engine
Molly O'SheaAdam ForoughiGiovanni Ge
AppLovin rebuilt after a 92% post-IPO drawdown around Axon 2, with EBITDA run rate now over $7 billion.Semantic embeddings replaced Axon 1’s hundreds of thousands of if/else branches, improving extrapolation and lowering GPU costs while e-commerce showed decent ROAS on a premature model.Reaching a trillion-dollar valuation requires over $30 billion in annual cash flow, putting category expansion and creative execution under scrutiny.
Thomas Laffont, Coatue - Anthropic, Citrini Paper, AI Volatility & Next Mag 7
Anthropic’s raise saw projections and business scale move materially within months, while board decks show AI-tool spending expected to at least triple next year.With the Mag 7 flat and Microsoft shedding almost $1 trillion, SpaceX, OpenAI, Anthropic, Revolut and Databricks could reshape the index, while SaaS faces reacceleration, multiple compression, and harder-to-control terminal value.
Inside Coatue: $70B Hedge Fund’s AI & Retail Strategy
AI monetization is emerging in advertising, with Meta growth in the mid-to-high 20s versus 15% expected, Google Search in the mid-teens, and Instagram time spent up 15% after GPU upgrades.Coatue is rebuilding research around AI, while Reddit’s AI Overviews presence rose from 2% to 15%; value capture among Cursor, the labs, Google, and agentic commerce remains unresolved.