Sourcery

Jim Lanzone × Molly O'Shea

Lanzone says Apollo has largely recovered its $4.8 billion Yahoo cost through early cash returns and disposals including AOL.The reset shut loss-making ad tech that cost hundreds of millions annually and opened inventory to competing demand, while retaining DSP.Scout restores owned search, but Lanzone makes no IPO commitment and hesitates to call Yahoo’s audience distribution a moat.

Molly O'Shea × Nworah Ayogu

Thrive’s healthcare thesis is that AI may shift bottlenecks from molecule generation to validation, trials, manufacturing, and commercialization.Cadence cites 25% fewer hospitalizations, over-80% more controlled-blood-pressure patients, nearly one-point lower A1C, and $2.5 million in weekly Medicare savings across 100,000+ monitored patients.Neuralink and OpenAI show upside, while clinical processes and manufacturing capacity remain unresolved constraints.

Fred Wilson × Rebecca Kaden × Michael Mignano × Molly O'Shea

USV’s $900 million fund targets 30-40 companies with $10 million-$30 million Series A checks as larger rounds and scaling costs reshape venture.Its AI thesis spans applications, infrastructure, physical AI, and energy, while usage retention, compute costs, inference subsidies, distribution, interoperability, trust, and leadership concentration remain key tests.

Jonathan Siddharth × Molly O'Shea

Healthcare AI has crossed O'Shea’s threshold for measurable impact, with biological and chemical models, laboratory robotics and simulations targeting drug development’s high failure rates.After a decade building licenses, networks and care infrastructure, Devoted Health tripled in size, halved operating expenses and significantly increased EBITDA, while China’s rising pharmaceutical research share leaves domestic research and regulatory capacity as risks to monitor.

Luca Ferrari × Molly O'Shea

Bending Spoons’ edge is an integrated operating model that standalone owners cannot economically reproduce.Its 50-plus proprietary technologies, nearly 1,000-person core team, and debt-funded permanent ownership support claimed annual savings above $100 million and $4 million revenue per core Spooner.Airtable’s approximately $1.3 billion enterprise value reflects the underwriting test, while AI startup valuations and unmeasured AI capabilities remain key risks to monitor.

Everett Randle × Molly O'Shea

AI is breaking the spreadsheet playbook: billion-dollar businesses can still lack unit economics or durable differentiation, and scale may increase impairment risk.Inference monetization can drive revenue from 1 to 30 to 300, while agents shift purchases toward intelligence or economic output.Frontier labs retain pricing power if recursive self-improvement works, but face a 95%-as-good open-source squeeze if capabilities plateau.

Hemant Taneja × Molly O'Shea

Anthropic is adding $10 billion of revenue a month and NVIDIA added $1 trillion of market cap in 100 days, highlighting AI-era scale concentration.GC’s counter-bet spans seed, Creation, and Customer Value Fund strategies, while 15x-to-3x revenue-multiple compression could leave even doubled-EBITDA software equity unrecovered.Leverage coming due in the next five years makes AI transformation opportunities and durability uncertainty key variables to monitor.

Molly O'Shea × Gili Raanan

Wiz’s $32B deal remains pending after European approval Monday, while its biggest revenue quarter supports Raanan’s view that “we probably sold low.”Concentrating pain, authority, user, and budget with the CISO compressed sales to 45 minutes and produced $1M, $2M, $8M, and $24M across four quarters.Raanan warns AI could bring cybersecurity’s darkest period in the next 10 years, with self-aware agents and mega-agents challenging human defense.

Molly O'Shea × Marc Bhargava

General Catalyst is restructuring into “a company,” deploying about $1.5B through Creation to incubate applied-AI businesses and, in about half the cases, buy distribution, client lists, and data.The thesis hinges on 10%–15% EBITDA businesses reaching about 30% within a year, while the next six to twelve months test broader disclosure, IPO preparation, and whether incumbents capture opportunities above 70% automation.

Molly O'Shea × Michael Barton

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.