Subject
6 entries
Business Strategy
Bookmarks
Generative AI's Act Two — Sequoia Capital
Sequoia's 'Generative AI Act Two' argues that one year after the ChatGPT moment, the real work begins: moving from demos and experiments to applications that deliver genuine business value. A VC thesis on where the durable opportunities in the generative AI wave actually lie.
The Data Moat Myth for Generative AI
A 2022 tweet arguing that the 'data moat' premise for GenAI startups is a false promise — foundational models commoditize the data advantage that once differentiated ML companies. An early articulation of why the 'ChatGPT for X with proprietary data' pitch was flawed.
The Empty Promise of Data Moats (a16z)
Andreessen Horowitz's 2019 essay arguing that data moats are largely illusory — data network effects are weaker than assumed, more data doesn't linearly improve model performance past a threshold, and the actual moat is usually elsewhere. Foundational piece in the AI business strategy debate.
Proprietary Hadoop Is a Losing Strategy
ReadWrite's 2013 argument that commercial Hadoop vendors who added proprietary lock-in would lose to those who contributed everything upstream — a prescient thesis that proved partly right, partly wrong over the following decade.
The Enterprise Strikes Back — Suhail Doshi
Suhail Doshi's 2012 essay on the return of enterprise software as a viable startup target — written as consumer apps were crowded and enterprise was being 'consumerized' by Dropbox, Box, and Yammer. Captures the SaaS era's opening.
Peter Thiel's CS183: Startup — Class 5 Notes
Blake Masters' notes from Peter Thiel's CS183 Stanford startup course, Class 5 — covering business strategy, competitive advantages, and how to think about building defensible companies. These notes later became the book Zero to One.